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I am interested in studying tumor growth in cancer using both fractal calculus and fractional calculus. Can it be done? If yes, what could be the possible rationale and biophysical significance for choosing the mentioned approaches, respectively?
I hope for your kind consideration and positive response.
Thank you.
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In the context of tumor growth, fractal calculus and fractional calculus offer different perspectives.
Fractal calculus focuses on the geometrical complexity of the tumor, especially its irregular and self-similar structures, such as the vascular networks and the tumor boundary. Tumors often grow in a way that resembles fractals, with patterns that repeat at different scales. Fractal calculus helps to characterize these complex, irregular shapes and quantify the heterogeneity of the tumor, which can be important for understanding its aggressiveness, potential for invasion, and ability to metastasize.
On the other hand, fractional calculus is more concerned with the dynamic and temporal aspects of tumor growth. It helps model processes that involve long-range interactions, memory effects, and non-local behaviors. These are common in tumor biology, where growth and spread don't just depend on local conditions but are influenced by the surrounding microenvironment, past interactions, and diffusion processes. Fractional calculus can capture these history-dependent effects and model complex processes like nutrient diffusion, drug delivery, and metastatic spread, which can't be accurately described using traditional integer-order calculus.
Together, these two approaches offer a complete understanding of tumor growth. Fractal calculus helps explain the spatial irregularities of the tumor, while fractional calculus models the dynamic, long-range interactions and memory effects that govern tumor behavior and its response to treatment.
Best Regards....
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In the field of fractional calculus, some papers are viewed critically or considered "bad" due to certain common issues that tend to detract from the rigor or quality of the research. What are typical characteristics of problematic papers in fractional calculus? What are your views?
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Typical bad papers in Fractional Calculus often have one or more of the following issues:
  1. Lack of Rigor – They introduce new fractional operators without proper mathematical justification or fail to prove key theorems rigorously.
  2. Redundant Work – Some papers simply redefine existing fractional derivatives with minor modifications and claim novelty without adding real insights.
  3. Poor Physical Interpretation – In applied contexts, many papers force fractional models onto problems without clear physical meaning or empirical validation.
  4. Excessive Formalism Without Utility – Some papers introduce overly complicated formulations that have little practical use or fail to connect to real-world applications.
  5. Numerical Instability & Inaccurate Solutions – Many computational papers propose methods without proper convergence analysis, stability discussion, or verification against benchmarks.
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The aim of this Special Issue is to provide a platform for researchers to disseminate original and high-quality research in the mathematical theory of Fractional Calculus, especially related to the problems of analysis, modeling and applications of fractional order equations. Potential topics include, but are not limited to:
• Fractional Calculus- new fractional definitions, their properties, and applications • Fractional differential/difference equations and inclusions • Fractional calculus models in science and engineering • Numerical methods for fractional calculus • Dynamical systems • Optimization problems • Convergence and stability analysis
Please submit your manuscript to online submission system https://aimspress.jams.pub/
All manuscripts will be peer-reviewed before their acceptance for publication. The deadline for manuscript submission is 31 October 2024.
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Is this special issue still open for submission?
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I.e. Applications of fractional calculus.
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A priori the answer is yes, like any mathematical tool. The question is where does it provide "best" help? In those local processes (velocity, acceleration, ...) ordinary calculus, together with the new local differential operators, provides better results; On the other hand, fractional calculus is better in processes in which past history is significant (population growth, epidemic, tumors, ...). I must clarify something: fractional calculus IS NOT A GENERALIZATION of ordinary calculus. On several occasions I have clarified it because it seems to be a recurring error, there is no way in which the fractional derivative is reduced to the ordinary one, therefore it is not a generalization, IT IS AN EXTENSION. Some of the new local differential operators, IF THEY ARE A GENERALIZATION of the ordinary derivative, can be for a value of the order, for example, in the Khalil conformable derivative if α is 1, it reduces to the ordinary derivative, the same thing happens with our derivative N, if the kernel is 1, we have the ordinary derivative.
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Nowadays, we are using fractional derivatives to solve a wide variety of real-world problems. But when we look at the theory that deals with the criticism of fractional derivatives, it can be confusing (especially for me) to decide which derivative we should use to simulate our problems. If we look at the cases of some famous fractional derivatives like Caputo, Caputo-Fabrizio (CF), and Atangana-Baleanu (AB), these are enough to give you a sufficient amount of confusion.
In the list of recent works, Prof. Sabatier and Farges in ref. 10.3934/math.2021657 have justified that the Caputo and RL derivatives are not able to ensure a proper initialization when used in a model definition. In ref. https://doi.org/10.1515/fca-2019-0017, the authors have shown that CF and AB derivatives are not suitable to simulate the models with real data. Also, Dr. Angstmann et al. in https://doi.org/10.3390/math8112023 have proved the intrinsic discontinuities in the solutions of evolution equations of CF and AB type derivatives. Some other analysis in this field is given by Prof. Sabatier in ref. https://doi.org/10.3390/fractalfract4030040. Also, some true and false results on fractional derivatives are given in ref. Fractional Integrals and Derivatives: “True” versus “False” - Google Books. Prof. Tarasov in his study https://doi.org/10.1016/j.cnsns.2018.02.019 has suggested that the CF derivative cannot be considered a non-integer order derivative. Also, Prof. Diethelm with the team has announced that fractional derivatives with non-singular kernels should not be used ref https://doi.org/10.1515/fca-2020-0032. Many other studies are also present in this regard.
Now, my question is:
If we want to solve a mathematical model, especially an epidemiological model, then knowing the above discussion, which derivative should we use?
I am looking for answers with supporting arguments.
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As you can see on my page, I developed several alternatives to fractional models to model fractional behaviours (Fractional models and fractional behaviours are two different concepts, the first one denotes a particular class of models, the second is a class of dynamical behaviours that can be generated and modelled by a wide variety of mathematical tools other than fractional calculus).
I would like to evaluate the efficiency of these models on real data. I thus look for proven fractional behaviours data. Not frequency data over 2 decades, not temporal data over a reduced time range and large sampling period, but data which are truly fractional and which can be demonstrated. Not this kind of data that can be capture as well with an interger first or second order model.
We can consider collaboration and joint publications with those who can provide me with such data, if they wish.
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Dear Prof. Jocelyn Sabatier
If you remember this question that I asked before,
There are nearly 1100 reads and some answers, but not a single exact answer for what I was looking for.
Let us take the case of mathematical modelling. Many of the researchers write that we should prefer fractional-order models over integer-order models because fractional-order model outputs are better than integer-order outputs. Then, they solve the model and plot several meaningless graphs (50% times), choosing many random fractional orders without any real data. It is not true all the time. Just recently I published the following paper where it is clearly visible that random choose of fractional-orders is inaccurate: https://www.researchgate.net/publication/376236178_Forecasting_of_HIVAIDS_in_South_Africa_using_1990_to_2021_data_novel_integer-_and_fractional-order_fittings
There should be a separate parameter estimation for each fractional order case (if you see Table 5).
Also, those who blindly claim that fractional-order models are more accurate than integer-order models, should not forget a famous Quote of Prof. George E.P. Box (1919-2013) "All models are approximations. Essentially, all models are wrong but some are useful."
To be very honest, I do not have an answer to your question. If I find something, I will come back here.
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The advantage of fractional calculus over integer order calculus is that it can explain the hereditary behavior of the model, which enhance the study of the particular model problem. My question is "How to explain this property if we take two different values of the fractional derivative (say, alpha_1=0.5 and alpha_2=0.75)? In other words what is the basic difference between these two values in physical point of view?
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Some basic references attached (for an undergraduate course).
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Hello. I am an undergraduate and currently looking to study about fractional calculus, specifically about discrete fractional systems. Any books recommendation? Also, should i learn continuous fractional calculus first?
Thank you.
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I am working on the optimizers of neural networks. It is a very important issue to calculate the gradient to find the global minimum for a loss function to ensure the adaptability of an optimizer. Generally, we calculate the first-order derivative in this case. To get a more convergent equation (objective function), how do the fractional derivatives play a role? What are the impacts of fractional calculus in this domain?
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1. Flexibility
2. Noise control
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We are promoting our working group and a special issue of JCR Q1 MDPI related to the application of fractional calculus, give us a like and follow us, interested in the publication write us inbox.
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We will be glad to recieve your works
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Hi respected seniors and experts, I recently submitted a paper on the Caputo-Fabrizio operator but the paper was rejected with the comment "The Caputo-Fabrizio is not a fractional operator". But thousands of papers have already been published on the mentioned-above operator, does that mean all those articles are wrong???
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Dear expert,
We see that there are many defination of fractional integral operator such as Rimann-livoulle, Caputo, Saigo, AB fractional Caputo Frabirzo and ect. In which some due to Singular kernel and some due to non Singular kernel which is the best fractional integral among all.
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Generally, all of the definitions can be used every fields. Especially, Caputo Fabrizio fractional operator are applied to different types of singular and nonsingular operator. However, we must know that, function is need to be absolutely continuous every point. If you interested in fractional differential equations, I recommend two different sources. First source, "An introduction to Fractional Derivatives, Fractional Differential Equations, to Methods of Their Solution and Some of Their Applications 1st Edition - October 21, 1998. Author: Igor Podlubny". Second source " Fractional Calculus: Models and Numerical Methods (Complexity, Nonlinearity and Chaos) by Kai Diethelm(Author), Dumitru Baleanu(Author), Enrico Scalas(Author)". These two different sources mention that Definition of Grünwal-Letnikov fractional operator, Rieman-Liouville fractional derivative, Caputo definition. You can look them. My regards, Vaijanath Laxmanrao Chinchane
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I want to factorize the plant tf as Gp+ and Gp- to implement in an IMC controller.
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Dear researchers
As we know, recently a new type of derivatives have been introduced which depend two parameters such as fractional order and fractal dimension. These derivatives are called fractal-fractional derivatives and divided into three categories with respect to kernel: power-law type kernel, exponential decay-type kernel, generalized Mittag-Leffler type kernel.
The power and accuracy of these operators in simulations have motivated many researchers for using them in modeling of different diseases and processes.
Is there any researchers working on these operators for working on equilibrium points, sensitivity analysis and local and global stability?
If you would like to collaborate with me, please contact me by the following:
Thank you very much.
Best regards
Sina Etemad, PhD
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Yes I am
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Now, I am working on fractional calculus. Especially, I want to apply fractional calculus on physics problems.For example; diffusion problems. Hence, I need more quality sources to do research more academic.
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I recommended the following book:
Kindergarten of Fractional Calculus
This book presents a simplified deliberation of fractional calculus, which will appeal not only to beginners, but also to various applied science mathematicians and engineering researchers. The text develops the ideas behind this new field of mathematics, beginning at the most elementary level, before discussing its actual applications in different areas of science and engineering.
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I am working on approximating solution of fractional integro- differential equation involving Caputo conformable derivative, so I am seeking on Matlab code helpful for this problem.
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Definitely, I ask myself whether it was useful to introduce fractional partial differential equations.
As based on fractional differential operators this class of equations also surfers from the same drawbacks as the one described in:
Fractional partial differential equations were introduced to model anomalous diffusion, i.e. phenomena that exhibits power law behaviours other than 1/2. But it was shown recently that these kinds of behaviours can also be obtained with classical partial differential equations with spatially variables coefficients:
Where it is difficult to propose a physical interpretation with the fractional partial differential equations, classical partial differential equations with spatially variables coefficients allow interpretations relating to the geometry of the systems studied.
What is your opinion ?
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It is not correct ...
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Dear researchers
As you know, nowadays optimal control is one of the important criteria in studying the qualitative properties of a given fractional dynamical system. What is the best source and paper for introducing optimal control analysis for fractional dynamical models?
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There is a paper In title Fractional modeling and optimal control analysis of rabies virus under the convex incidence rate I think you will find useful
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Is the reciprocal of the inverse tangent $\frac{1}{\arctan x}$ a (logarithmically) completely monotonic function on the right-half line?
If $\frac{1}{\arctan x}$ is a (logarithmically) completely monotonic function on $(0,\infty)$, can one give an explicit expression of the measure $\mu(t)$ in the integral representation in the Bernstein--Widder theorem for $f(x)=\frac{1}{\arctan x}$?
These questions have been stated in details at the website https://math.stackexchange.com/questions/4247090
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It seems that a correct proof for this question has been announced at arxiv.org/abs/2112.09960v1.
Qi’s conjecture on logarithmically complete monotonicity of the reciprocal of the inverse tangent function
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Dear Researchers,
In recent years, two fractional derivatives are introduced by well-known mathematicians for modelling different phenomena. These operators are:
1. Caputo-Fabrizio fractional derivative,
2. Atangana-Baleanu fractional derivative.
The main difference of these newly-defined operators in comparison to the previous ones (The Caputo or Riemann-Liouville derivatives) is that their kernel is non-singular. This advantage absorbed the attention of many researchers to itself. Now, I have the following question:
Which fractional nonsingular derivative (the above operators) gives the more accurate results in modelling of real-world phenomena?
Thank you very much.
Best regards
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The answer is if the kernel of a given operator corresponds to the relaxation function of the modeled process. Then, it can be used as kernel, single kernels, or a series of kernels (thus leading to a series of fractional differential operators).
Some people believe that changing the operator, that can in a blind manner fit better experimental data.
Using the replacement technology in creating fractional-order models, actually, no-realistic models are created, but surrogate models (look for literature on surrogate modeling). Since there is an additional parameter, that is the fractional-order (commonly denoted as "alpha", appearing in the final solution, then changing it, one can obtain a variety of solutions of the surrogate solutions. For some "alpha" the surrogate solution may match experimental data, for others not, but matching does not mean that we have a solution corresponding to the physics, since the very beginning, when the replacement was done, the surrogate model disappeared from the physics and the rule of modelling are violated.
Thus, which kernel is better, is an unphysical question. Modelli, especially fractional-order modelling needs deep knowledge of the physics of dissipative processes, not only replacement and calculations with results that cannot be interpreted.
Some articles supporting my words are attached
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I have a fractional circuit with CPE capacitors. I have the respective time-constant τ_k=(R_k C_k )^(1⁄α_k ). From this time constant how do I get the cutoff frequency? For ono-fracrional circuits it is fc=1/(2*pi*Tau).
Thanks in advance
Arnaldo Batista
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Please note that at
cutoff frequency the
gain is .707 of the max.
This is due to the fact that
(.707)^2 is 1/2 and this is the
half power point.
This and more is in my book
The American University Laboratories For Electrical Engineering Part 1
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I am working on the boundary problem with the p-Laplacian operator. I have used Caputo fractional derivative model in my first work, for that, I have questions in my mind, that are :
- Why did you select the Caputo model ? why didn't you select Riemann–Liouville model? what is the advantage to use them?.
-There are some approaches of fractional calculus that generalized the celebrated Liouville or Caputo models as Katugampola fractional calculus, the fractional calculus with respect to another function ..., if we use these approaches, are we get the same answers to the previous questions?
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Dear Farid Chabane first you should understand the differences between Caputo model and Riemann–Liouville model for that I refer you to
In fact the different definitions of fractional calculus depends on the domain of definition of the functions under scrutiny ,functions defined on RR or on [0,1][0,1] or on [0,∞)[0,∞) and of course the derivative of say sin is not the same in these three cases.
In this regard I see that the use of the method of upper and lower solutions and fixed point theorems, the existence of solutions for a Riemann-Liouville fractional boundary value problem with the nonlinear term depending on fractional derivative of lower order is obtained under the classical Nagumo conditions in better than Caputo method
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Unlike the ordinary derivative, we have several definitions of the fractional derivatives. Do these definitions (up to constant"the definition constant") lead to the same answer? May be I should put like the following can we adjust the initial conditions or the model settings to reach this goal?
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The usual derivative is a local derivative in the sense that the value of the derivative at one point only depends on the value of the function in a neighborhood of that point. But the fractional derivative is not a local operator and cannot be due to some general theoretical result .
So the definition depends on the domain of definition of the functions under scrutiny. This is not the same definition if we are looking at functions defined on RR or on [0,1][0,1] or on [0,∞)[0,∞) and of course the derivative of say sinsin is not the same in these three cases. Same for the derivative of the constant function.
Please, you nay check
for more discussion
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explore modelling using fractional differential equations.
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You may go through the research article entitled Time Nonlocal Six-phase-lag Generalized Theory of Thermoelastic Diffusion with Two-temperature
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Dear researchers
As you know, there are many numerical technique for solving the fractional differential equations. Regarding q-fractional differential equations, is there any numerical technique to obtain approximate solutions?
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I suggest for you the following papers Dr Sina Etemad
[springeropen.com] New applications of the variational iteration method-from differential equations to q-fractional difference equations
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There are many numerical techniques for obtaining approximate solutions of fractional order boundary value problems in which the order of differential equation is a fractional constant number. If we assume that the order of BVP is a continuous functions with respect to the time, then is there any numerical technique to obtain approximate solutions of a variable-order fractional BVP?
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You can also read the following paper
On solutions of variable-order fractional differential equations
DOI:10.11121/ijocta.01.2017.00368
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Dear researchers
As you know, nowadays, fractional operators play an important role in different areas of mathematics. In particular, the main role of these operators is in the mathematical modellings. In recent years, most of diseases are modelled by various spectrum of fractional derivatives such as the Caputo-Liouville, Caputo-Fabrizio, Atangana-Baleanu, and different versions of fractal-fractional derivatives.
For more cooperation in research articles, is there any researcher working on a modeling different diseases using fractional operators?
Please, contact with me by: sina.etemad@gmail.com
Thank you very much.
Best regards
Sina
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I recommended the following two papers
SIR epidemic model of childhood diseases through fractional operators with Mittag-Leffler and exponential kernels
Jena, Rajarama Mohan, Chakraverty, Snehashish, Baleanu, Dumitru
Journal:
Mathematics and Computers in Simulation
Year:
2020
and
A new fractional model for vector-host disease with saturated treatment function via singular and non-singular operators
Khan, Muhammad Farooq, Alrabaiah, Hussam, Ullah, Saif, Khan, Muhammad Altaf, Farooq, Muhammad, Mamat, Mustafa bin, Asjad, Muhammad Imran
Journal:
Alexandria Engineering Journal
Year:
2020
Best regards
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Dear researchers
As a research team, we intend to work on various fractional mathematical models in which fixed point theory and fractional calculus play an important role. I invite interested researchers to work on numerical techniques and simulations. If you are familiar with numerical techniques and MATLAB software, please contact me.
Thank you very much.
Best regards
Sina
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Dear friends
Thank you very much for your kind messages. I will contact with you soon. Thanks.
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Dear researchers
As you know, nowadays, most of the real-world phenomena are modeled by using different fractional operators. Among them, the Caputo and Riemann-Liouville fractional derivatives are the most famous for modeling the processes. Also, in the recent years, two other fractional derivatives called "Caputo-Fabrizio" and "Atangana-Baleanu" are used in many mathematical models. My main question in this regard is:
" What is the physical interpretation of the fractional derivation operators?"
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Hi Dr Sina Etemad . Fractional (fractional-order) derivative is a generalization of integer-order derivative and integral. ... The kernel function of fractional derivative is called memory function, but it does not reflect any physical process. See the link: https://www.nature.com/articles/srep03431
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Dear researchers
In two recent years, many researchers and mathematicians interested in studying different fractional models of COVID19 and other diseases. They analyzed these models by means of different numerical techniques and also, investigated some conditions confirming the existence of solutions. Most of them are modeled via fractional (singular or non-singular) operators such as Caputo operators, Caputo-Fabrizio operators, Atangana-Baleanu operators.
But, I would like to study these models with the help of fractional discrete operators such as q-difference operators, Delta/Nabla fractional operators. My information in this regard is not enough.
Could you please suggest some newly-published papers on the mathematical model of COVID-19 via discrete fractional operators?
Thank you very much.
Best regards
Sina Etemad
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Dear Prof. Muhammad Ali
Thank you very much.
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Dear Researchers
As you know, nowadays, the mathematical models of different phenomena and processes are designed by means of fractional operators in the context of various systems of boundary or initial value problems with boundary conditions. Some of such well-known mathematical models can be found in many papers like pantograph equations, Langevin equations, Jerk equations, Snap equations, etc. All of these models are practical examples of fractional boundary value problems.
Could you suggest other examples about practical applications in fractional boundary value problems? I am going to study the dynamical behaviors of these new models theoretically and numerically.
Thank you very much.
Best regards
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Examples on practical applications in fractional boundary value problems;
Fractional differential equations /models are applied in different fields of studies: mathematics, physics, chemistry, biology, medicine,…
They are used to describe different physical process such as dynamics of blood flow, wave motions, elasticity,…
For more information, read attached files!
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in ordinary differential equations we use shooting method. I don't know any methods in fractional calculus for solving boundary value problems.
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I am currently trying to estimate the long memory parameter of various time series with several versions of "whittle estimators" à la Robinson, Shimotsu, and others.
However, the estimated value depends crucially on the bandwidth parameter.
Is there any rule on choosing it, or is there any literature about choosing this parameter adequately?
I really appreciate any help you can provide.
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check Wilfredo Palma's book
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there are several criticisms about the meaning of Caputo-Fabrizio and
Atangana-Baleanu fractional derivatives, derivatives (see e.g. Diethelm, K., Garrappa, R., Giusti, A., & Stynes, M. (2020). Why fractional derivatives with
nonsingular kernels should not be used. Fractional Calculus and Applied Analysis, 23(3), 610-634.).
How Can we give the answer to this critical attitude? Should we stop working on these non-singular kernels?
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Fractional derivative operators are unbounded when mapping a function space into itself. Integral operators with non-singular kernels (and some with singular kernels) are bounded operators. That said, many diffusive-like processes are best represented by integral operators with non-singular kernels. I would argue that in many cases we use gradient, divergence, Laplacian in our models because the analysis is simpler when we deal with differential operators. You will see this approximation by differential operators if you go back to work of VanderWaals.
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For example, how can it differ from ordinary derivative or calculus. Actually, what kind of results or outcomes can be obtained by using fractional derivatives.
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see the following paper
A Study of Fractional Relaxation Time Derivative on Blood Flow in Arteries with Magnetic and Thermal Radiation Effects
Abstract:
In this paper, a fractional relaxation model is studied to determine the effect of heat transfer and magnetic field on the blood flow. The flow is due to an oscillating periodic pressure gradient and body acceleration. We apply Laplace transform as well as finite Hankel transform to obtain the closed-form solutions of the velocity and temperature distributions of the fractional time partial differential equations. The effect of the fluid flow parameters is shown graphically with changes in the ordinary model as well as the fractional parameters. The analysis shows that a fractional derivative is an excellent tool that gives a remarkable change in controlling temperature and blood flow. The analysis depicts graphically, that the presence of a strong applied (exterior) magnetic field, reduces the temperature and blood flow velocities, which is appropriate to avoid tissue damage during treatment. Besides, it is seen that some of the aforementioned parameters influenced the fluid flow profiles in an increasing and decreasing fashion which is interpreted as useful to the study.
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In fractional calculus many fractional operators, but their applications area unknown. Can you help me to determined the real Phenomena which we can apply the Capotu conformable fractional derivatives ?
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See this paper
About applications of conformable fractional derivative in quantum Mechanics.
Good luck
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Nowadays, many researchers are devoting their research work to the non-singular kernel. Most of them have mentioned that "the main advantage of this kind of operators is that the singular power-law kernel is now replaced by a non-singular kernel," which is easier to use in theoretical analysis, numerical calculations, and real-world applications. But in my opinion, the singular power-law kernel is very easy to use in the mentioned above calculations and applications. Kindly share your thoughts.
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I prefer, instead of discussing the advantages of one operator over another, to consider that both are tools that can be useful and effective in problems of different nature.
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This is a question that I also placed at
but that I placed here also for more visibility.
Fractional models are they physically consistent?
Let consider a very simple fractional model described by the transfer function H(s) = 1/s^n. You can stay looking at the Laplace representation of such a system, or you can try look at this model from a different perspective.
1 – You can compute its impulse response using the Cauchy’s method involving a Bromwich-Wagner path and thus you obtain an integral whose Laplace transform is :
H(s)=int(x^(-n)/(s+x)dx) with x in [0, infinity]
See for instance [1][2][3].
2 – You can also split integral H(s) into two parts to obtain a diffusive representation [4] [5] and then, using spatial Fourier transform on this diffusive representation you get a diffusion equation with a distributed sensor, defined on an infinite spatial domain. (See [2] and [3] for computation details).
In the case 1) the model exhibits infinitely small and infinitely large time constant. Is it physically consistent to use a model with infinitely fast dynamics ? Also the infinitely large time constants are at the origin of the long memory and more exactly of the infinite memory. Is it physically consistent for a model to have an infinite memory?
In the case 2), the model definition on an infinite space domain is questionable. Is it physically consistent for a model to be define on this kind of space domain? Note that infinite domain generates the infinite memory previously highlighted.
This questioning on physical consistency is not limited to fractional integrator case but can be extended, with the same analysis tools to fractional partial or not differential equations [6], pseudo state space descriptions [7], …..
This is in my opinions the reasons that justify that it is impossible to gives a physical interpretation of fractional differentiation and fractional model, unless considering non-physical assumptions (infinite space). Otherwise, how to justify an infinite memory or infinitely fast time constants.
The kernel singularity is not the only problem that can be solved by the introduction of new kernel to produce fractional behaviours. As shown in [3] [8], Many other kernel exit, that also solve the singularity problem, by that also solve the consistency problem evocated here.
[1] - Sabatier J., Merveillaut M., Malti R., Oustaloup A. (2008), On a Representation of Fractional Order Systems: Interests for the Initial Condition Problem, 3rd IFAC Workshop on "Fractional Differentiation and its Applications" (FDA'08), Ankara, Turkey, November 5-7.
[2] - Sabatier J., Merveillaut M., Malti R., Oustaloup A. (2010), How to Impose Physically Coherent Initial Conditions to a Fractional System? Communications in Nonlinear Science and Numerical Simulation, Vol 15, No. 5.
[3] J. SABATIER - Non-singular kernels for modelling power law type long memory behaviours and beyond,Cybernetics and Systems, pp. 1-19, doi:10.1080/01969722.2020.1758470.
[4] - Matignon, D. Stability properties for generalized fractional differential systems. ESAIM Proc. 1998, 5, 145–158.
[5] - Montseny, G. Diffusive representation of pseudo‐differential time‐operators. ESAIM Proc. 1998, 5, 159–175.
[6] - Sabatier J., Farges C. (2018), Comments on the description and initialization of fractional partial differential equations using Riemann-Liouville's and Caputo's definitions, Journal of Computational and Applied Mathematics, Vol. 339, pp 30-39.
[7] - J. SABATIER, Fractional state space description: a particular case of the Volterra equation, Fractal and Fractional, Vol. 4, N° 23, doi:10.3390/fractalfract4020023
[8] - J. SABATIER, Introduction of new kernels and new models to solve the drawbacks of fractional integration/differentiation operators and classical fractional order models
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Sure, In fractional calculus we use length as a measure but we know that we can not consider it for fractals for example, for example, the Cantor set has zero length or the Koch curve has infinity length then one must use proper measure for fractal (e.g Hausdorff measure).
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The introduction of time-fractional derivatives in the Navier-Stokes equations goes back to Lions and was recently extensively studied by many authors. When motivating such problems authors tend generally to motivate fractional models instead. In some papers (the ones of Zhou and Peng for example) say that such equations can model anomalous diffusion in fractal media. What I am looking for is some concrete situations where time-fractional Navier-Stokes equations is the good way to model the fluid flow.
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A number of papers handle this problem, for example, see
Existence and approximations of solutions for time-fractional Navier-stokes equations
Peng, Li, Debbouche, Amar, Zhou, YongJournal:Mathematical Methods in the Applied SciencesYear:2018
An analysis and comparison of the time accuracy of fractional-step methods for the Navier–Stokes equations on staggered grids
S. Armfield, R. StreetJournal:International Journal for Numerical Methods in FluidsYear:2002
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What is the difference between RL and Caputo fractional derivatives? My PhD research is on Fractional Integral and derivatives and I please need more understanding in this field.
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Hello, Try this book:
FRACTIONAL DIFFERENTIAL EQUATIONS An Introduction to Fractional Derivatives, Fractional Differential Equations, to Methods of their Solution and some of their Applications
If you want the PDF version send me your email and I will send it to you.
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Fractional calculus is an important branch of mathematical analysis, but it is
seldom known by engineering scholars. Applying it to the latest signal
processing, especially to image processing, is a fresh research field. It is well
known that fractional calculus is one of mathematical foundations of fractal
theory.
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Fractional calculus has been applied to signal and image processing for almost two decades. For instance, it was successfully used for noise filtering and pattern recognition. Some books on this topic are:
Ostalczyk, P. Discrete Fractional Calculus: Applications In Control And Image Processing (Series In Computer Vision Book 4), World Scientific, 2015.
Das, S., Pan, I. Fractional Order Signal Processing: Introductory Concepts and Applications (SpringerBriefs in Applied Sciences and Technology), Springer, 2012.
Sheng, H., Chen, YQ, Qiu, TS. Fractional Processes and Fractional-Order Signal Processing: Techniques and Applications (Signals and Communication Technology), Springer, 2012.
Cabral, T.M., Rangayyan, R.M. Fractal Analysis of Breast Masses in Mammograms (Synthesis Lectures on Biomedical Engineering), Morgan & Claypool Publishers, 2012.
Fractional calculus has also been applied to neural networks, machine learning and artificial intelligence.
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Recently, some new operators having the keyword "fractional" are proposed to define the non-integer order derivative.
For integer order derivatives, it is well known that the locality and validity of Libeniz rule are the main properties of integer order derivatives, but what is the characteristic property of a fractional derivative? When we can call an operator is "fractional" and what features should an operator have to call it a "derivative" operator?
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Dear colleagues
Interesting question and I want to add a reply, about the Leibnitz Rule. You can build local derivatives that do not satisfy it! Conclusion: in my opinion there is no clear classification in this regard. I prefer a broader sentence: fractional derivatives are not derivatives, local generalized derivatives are not fractional.
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I am interested in collaborating with any researcher working on modelling corona virus using fractional derivatives. If you are a researcher or you have a related project, please feel free to let me know if you need someone to collaborate with you on this research study. If you know someone else working on this research project, please share my collaboration interest with him.her. I would be very happy to collaborate on this research project with other researchers worldwide.
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Thank you very much Dr. Abdelkader Mohamed Elsayed and Dr., Rashid Nasrolahpour ! I greatly appreciate that!
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Look around. See the beautiful displays of nature. Yet, the analysis of those fractals seems to throw us into discomfort. Why? Is human imagination wired on linearity and orthogonality?
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Fractals never produce discomfort in me, quite the opposite. I think human imagination is wired to recognize patterns, thereby gaining some security and using limited brain cells to store the information. It would be nice if fractals (in the sense of the definition of that word, not just "looks like") existed in nature but they do not, as becomes clear upon sufficiently microscopic resolution.
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In the literature, fractal derivatives provide many physical insights and geometrical interpretations, but I am wondering where we can apply this particular derivative appropriately. Please refer me to references or examples because I am very interested to learn more about new derivatives and their applications!! I greatly appreciate all the brilliant efforts in this discussion!!
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Thank you very much Dr. P.K. Karmakar !!
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I am still new to the topic, so I am searching for a numerical solver for fractional differential equations (FDEs) in the form of a MATLAB code or the like. I would like to test some simple FDEs at first in order to get a better understanding of the topic and then proceed with writing my own code.
So, is there any ready-made package that solves FDEs that you know of?
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Dear Dr. Sarah Deif
Greeting
you can see the following links
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Best Wishe
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There are many existing publishers that publish high quality books in mathematics, but my question here is: I want some suggestions about publishers who most likely publish books in the field of fractional calculus and fractional differential equations because I am interested in submitting a book proposal for a suggested publisher. Could you please share you information/knowledge about such recommended publishers in this specific field of research in mathematics? I would greatly appreciate your brilliant efforts and time!!
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Thank you Dr.
Mila Ilieva
!!
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Open problems on Fractional Calculus of Variations; Linear and Non-linear Fractional Optimization; Linear/ Nonlinear Programming
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I would like to refer to a great book published recently on Springer:
This book is a great help for me and many researchers who are working actively on exploring the open problems in the fractional calculus of variations.
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I am looking for a subject, an article or a relation between fractional calculus and financial economy or finance.
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Fractional Calculus is useful in Stochastic process applicable in Finance, financial risk management, dynamic economic systems, study of volatility in financial time series so.
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I am getting introduced by fractional calculus for the first time and it is an amazing thing to explore. Can anyone please give some solved examples or any materials to understand them more?
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You can find so many examples in the following book:
-An introduction to the fractional calculus and fractional differential equations, KENNETH S. MILLER
if you need the book kindly send me a message otherwise enjoy the book ;
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Recently, I have learnt that many researchers are working on the theory of FDEs with $\psi-$Hilfer fractional derivative. The sufficient basic $\psi-$Hilfer fractional calculus is almost developed and corresponding IVPs and BVPs are being studied. But, is there any application done or earlier model improved by using this $\psi-$Hilfer fractional approach, or just the parallel theory development is going on...?
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For those who are interested on this topic, I have some applications with the psi-Caputo fractional derivative:
R. Almeida, A Caputo fractional derivative of a function with respect to another function. Commun. Nonlinear Sci. Numer. Simul. (44) 460-481 (2017)
R. Almeida, What is the best fractional derivative to fit data? Appl. Anal. Discrete Math. (11) 358-368 (2017)
R. Almeida, A. B. Malinowska and M. T. T. Monteiro, Fractional differential equations with a Caputo derivative with respect to a kernel function and their applications. Math. Meth. Appl. Sci. (41), 336-352 (2018)
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Dear scholars,
I'm trying to solve a fractional equation analytically but faced with the following inverse Laplace transform. Is there any method that I can obtain L^-1 {F(s)}?
F(s) = 1 / ( k*s - s^(\alpha-1) -1 );
where \alpha : fractional order & k: a fixed coefficient.
Thanks in advance
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Dear colleague
Actually the question is very general, it depends if you are talking about global or local derivatives. In both there are some advances, for example with Francisco Martínez and Pshtiwan Mohammed we have worked for Laplace Transformation in the local non conformable case. In the local case the definition (and of course its practical use) depends on the kernel.
Thanks
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Who are the Asian or African mathematicians who have made important contributions to the fractional calculus, as for example the mathematician Iraqui M. A. AL-BASSAM who has been known in this domain by his works since 1961 [1], [2], ...
[1] M. A. AL-BASSAM: Some properties of Holmgren-Riesz transform, Annali della Scuola Normale Superiore di Pisa, Scienze Fisiche e Matematiche - Serie III. Vol. XV. Fasc. I.II (1961), pp. 1-24.
[2] M. A. AL-BASSAM: On functional representation by a certain type of generalized power series, Annali della Scuola Normale Superiore di Pisa, Scienze Fisiche e Matematiche - Serie III. Vol. XVI. Fasc. IV (1962), pp. 351-366.
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I think it is worthwhile to mention the Indian mathematician Tilak Raj Pabhakar who proposed and studied a generalization to three parameters of the Mittag-Leffler function, see [T.R.Prabhakar, A singular integral equation with a generalized Mittag–Leffler function in the kernel, Yokohama Math. J., 19(1):7–15, 1971]. Although its work was not specifically devoted to fractional calculus, the now so-called Prabhakar function allows to solve in the time-domain fractional differential equations involved by the Havriliak-Negami model, a dielectric model which needs a special fractional derivative with two fractional parameters.
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I am currently searching for any open position as a PhD research position in applied mathematics. I am actively working in the area of Fractional Differential Equations with Applications in Science and Engineering. I have attached my curriculum vitae (C.V.) (Please see the attached PDF file). If you know any available position related to applied mathematics or any person who are in search of candidates for this type of positions, please do let me know. I would also greatly appreciate if you could share my C.V. with your connections.
Thank you very much in advance!
With Kind Regards,
Mohammed K A Kaabar
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I am wondering about any possible suggestions of applications/phenomena from science and engineering where the fractional-order geometric calculus can be applied effectively. I would greatly appreciate your help by providing me with references, suggestions, or examples related to this topic of research!!
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The fractional order derivative comes into the picture when there is a shape changing space. In terms of mechanical engineering, it is same as when there are visco-elastic or plasto-elastic material. These materials are purely nonlinear in nature and there mathematical modeling involves the generalized version of ordinary differentiation (integer order differentiation), called as fractional order derivatives.
One of the best physical applications is related to human respiratory airways. The airway tubes are visco-elastic in nature and the complete tracheo-bronchial tree is bifurcating , dichotomous and self similar in nature . The mathematical model to study the pressure variations due to dynamic breathing patterns will involve fractional order derivative itself.
  1. Two-phase flow
  2. turbulent flow and separation flow application
  3. flow in the porous media application
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Can we provide a geometrical and physical interpretations for fractional derivatives like as integer order derivatives?
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The classical derivatives are in local nature, i.e., using classical derivatives we can describe changes in a neghberhood of a point but using fractional derivatives we can describe changes in an interval. Namely,fractional derivative is in nonlocal nature. This property makes these derivatives suitable to simulate more physical phenomena such as earthquake vibrations, polymers and etc.. To more details, I suggest "podluny" and "Diethelm" books.
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I'm looking for a table of Laplace transforms (or Fourier transforms) used in fractional calculus. I found "A List of Laplace and Inverse Laplace Transforms Related to Fractional Order Calculus" by Chen, Petras and Vinagre, but it seems focused on the 1/2 derivative and is limited otherwise. Does anyone know of a more complete transform table?
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Dear Alexander, take a look at this table
Hope you enjoy.
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Recently several operators are defined with having the keyword "fractional derivative".
My question is that what properties should an operator have to call it "fractional"? Additionally, when we can say an operator is a derivative?
what is the characteristic property for fractional derivatives?
Among the newly defined operators for derivatives with non-integer order which one is "fractional" and which one can be called a "derivative" operator?
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Generally, the definition of the fractional power of an operator in an abstract space follows via Dunford's integral. Indeed, the case of fractional derivative of a function is similar.
The derivative is well-known, and you can define the derivative on some space as operator, you need then a norm.
For the fractional Leibniz' rule see the attachments. The first reference is from the book of Igor Podlubny (1999) : Fractional Differential Equations. See also chapter 4 of the paper of Ehsan Azmoodeh : Riemann-Stieltjes integrals with respect to function Brownian motion and applications. You can see there also the fractional integration by parts.
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how we can use the fractional calculus to solve the two-dimensional Bratu’s equation depending on a real
parameter μ on the unit circle with the Dirichlet homogeneous boundary condition?
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Dear Christohe Ndjatchi,
You can read the artical:
An efficient method for solving Bratu equations
· May 2006
· Applied Mathematics and Computation 176(2):704-713
· DOI:
· 10.1016/j.amc.2005.10.021
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I did not find any research papers in this regard.
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Please see the attached file
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I am working in fractional calculus. I want to study thoroughly B-spline functions for partial diff. equations with convergence and stability. plz suggest good books or articles
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In ordinary calculus integration represent the area in that direction. What is the geometrical representation of fractional integral and fractional derivative?
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The geometrical and physical meaning of ordinary derivative is simple and intuitive: For smooth function f which is differentiable at x, the local behavior of f around point x can be approximated by using the ordinary derivative: f(x + h) ≈ f(x) + hf′(x). The ordinary derivative gives the linear approximation of smooth function. Here we expect the fractional derivative to have the similar geometrical meaning.
We hope for non-differentiable functions, the fractional derivative could give some kind approximation of its local behavior. A SIMPLE DEFINITION DIRECTLY FROM GEOMETRICAL MEANING: We expect that the fractional derivative could give nonlinear (power law) approximation of the local behavior of non-differentiable functions f(x + h) ≈ f(x) + h^α f^(α)(x)/Γ(α + 1) in which the function f is not differentiable because df ≈ (dx)^α so the classical derivative df/dx will diverge. Note that the purpose of adding the coefficient Γ(α + 1) is just to make the formal consistency with the Taylor series.
Fractional dynamics is the field of study in physics and mechanics investigating the behavior of objects and systems that are characterized by power law non-locality, power law long-term memory or fractal properties by using integrations and differentiation of non integer orders, i.e., by utilizing methods of the fractional calculus.
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Theory and Applications of Local Fractional Fourier Analysis
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Fractional calculus is a generalization of ordinary calculus, where derivatives and integrals of an arbitrary real order are defined. These fractional operators may model more efficiently certain real world phenomena, especially when the dynamics is affected by constraints inherent to the system. There exist several definitions for fractional derivatives and fractional integrals like the Riemann-Liouville, Caputo, Hadamard, Riesz, Griinwald-Letnikov. Some of the usual features concerning the differentiation of functions fail like the Leibniz rule, the chain rule, the semigroup property, to name a few. These definitions, however, are non-local in nature, which makes them unsuitable for investigating properties related to local scaling or fractional differentiability. Recently, the concept of local fractional derivatives have gained relevance, namely because they kept some of the properties of ordinary derivatives, although they loss the memory condition inherent to the usual fractional order derivatives. The best local fractional order derivative definition is not unique. Similarly to what happens to the classical definitions of fractional operators, the best choice depends on the experimental data that fits better in the theoretical model, and because of this we find already a vast number of definitions for local fractional derivatives.
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We know that dy/dx is analog to the concept of tangent to the curve y at a particular point but what is the Geometrical meaning of half and 2nd derivatives of that curve y ?
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The second order derivative of a function f in calculus is the derivative of the derivative of f. Roughly speaking, the second order derivative measures how the rate of change of a quantity is itself changing. For instance, the second order derivative of the position of a vehicle with respect to time is the instantaneous acceleration of the vehicle, or the rate at which the velocity of the vehicle is changing with respect to time.
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Fractional calculus is the branch of mathematics dealing with integrals and derivatives of arbitrary order. The elegance and the conciseness of fractional operators in describing smoothly the transition between distinct differential equations, and hence between different models, are attracting an increasing numbers of scientists and researchers in many fields, like economics, mathematical physics or engineering.
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May I suggest my two books of which the second eDition are planned in a few years
1) R. Gorenflo, A.A Kilbas, F. Mainardi and S.V. Rogosin: “Mittag-Leffler
Functions. Related Topics and Applications”, Springer, Berlin (2014), pp. XII+ 420 ISBN 978-3-662-43929-6, Springer Monographs in Mathematics. See:
2). F. Mainardi: "Fractional Calculus and Waves in Linear Viscoelasticity", Imperial College Press, London (2010), pp. 340, ISBN 978-1-84816-329-4. 2nd edition inpreparation. See: http://www.worldscientific.com/worldscibooks/10.1142/p614
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First-order sliding mode controllers provide robustness to measurable bounded, not necessarily differentiable, disturbances, but they are discontinuous.
In contrast, absolutely continuous high-order sliding mode controllers require (weakely) differentiability, or Lipschitz condition, of disturbances.
How to induce a sliding mode even in presence of non-differentiable Hölder disturbances with a continuous controller?
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Well, pleased to see the fractional order idea is used for additional benefit. It will be nice to do a fair comparison so that, it could be claimed that, using fractional order control strategy is the only pathway to do good tracking. Is this true?
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There are many definitions of  Fractional derivative in the literature. In most of the research articles people are using either Caputo or Riemann-Liouville fractional derivative. My question is why people are preferring these two definitions over other?
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The derivative of a function f(x) at a point x is a local property only when a is an integer. It is not the case for non-integer power derivatives. In other words, it is not correct to say that the fractional order derivative at x of a function depends only on values of f very near x , in the way that integer-power derivatives certainly do. Therefore, it is expected that the theory involves some sort of boundary conditions, involving information on the function. Geometrical meaning of ordinary derivative: The geometrical meaning of ordinary derivative is simple and intuitive: For smooth function f which is differentiable at x, the local behavior of f around point x. A simple definition directly from geometrical meaning: One can expect that the fractional derivative could give nonlinear (power law) approximation of the local behavior of non-differentiable functions.
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1) E_a(z) is an entire function of order 1/a. Can you suggest a good reference about this topic?
2) How many derivatives do the functions E_a(z) and E_a(z^a) have at z=0?
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A two-parameter function of the Mittag-Leffler type is given by
$$E_{\alpha,\beta}(z)=\sum_{k=0}^{\infty}\frac{z^{k}}{\Gamma(\alpha k+\beta)},~~(\alpha>0,\beta>0).$$
For special choices of the values of the parameters $\alpha, \beta,$ 
$$E_{1,1}(z)=e^z$$
$$E_{1,2}(z)=\frac{e^{z-1}}{z}$$
$$E_{2,1}(z^2)=coshz$$
$$E_{1,2}(z)=\frac{sinhz}{z}$$
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Can we use this similarity for fractional calculus?
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Only the right hand sides of the two are similar but not the same. The appearances look similar but with different behavings. There are several natural phenomena which are similar but totally different.
In regards to the General Leibniz rule and fractional derivatives, please see the attached article.
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What will be a successful mixture? for what end? could you please steer me towards some good references that have applications, and solution by approximate analytical methods?
Many thanks and best regards
Sarmad.
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Presents a systematic treatment of fuzzy fractional differential equations as well as newly developed computational methods to model uncertain physical problems
Complete with comprehensive results and solutions, Fuzzy Arbitrary Order System: Fuzzy Fractional Differential Equations and Applications details newly developed methods of fuzzy computational techniquesneeded to model solve uncertainty. Fuzzy differential equations are solved via various analytical andnumerical methodologies, and this book presents their importance for problem solving, prototypeengineering design, and systems testing in uncertain environments.
In recent years, modeling of differential equations for arbitrary and fractional order systems has been increasing in its applicability, and as such, the authors feature examples from a variety of disciplines to illustrate the practicality and importance of the methods within physics, applied mathematics, engineering, and chemistry, to name a few. The fundamentals of fractional differential equations and the basic preliminaries of fuzzy fractional differential equations are first introduced, followed by numerical solutions, comparisons of various methods, and simulated results. In addition, fuzzy ordinary, partial, linear, and nonlinear fractional differential equations are addressed to solve uncertainty in physical systems. In addition, this book features:
Basic preliminaries of fuzzy set theory, an introduction of fuzzy arbitrary order differential equations, and various analytical and numerical procedures for solving associated problems
Coverage on a variety of fuzzy fractional differential equations including structural, diffusion, and chemical problems as well as heat equations and biomathematical applications
Discussions on how to model physical problems in terms of nonprobabilistic methods and provides systematic coverage of fuzzy fractional differential equations and its applications
Uncertainties in systems and processes with a fuzzy concept
Fuzzy Arbitrary Order System: Fuzzy Fractional Differential Equations and Applications is an ideal resource for practitioners, researchers, and academicians in applied mathematics, physics, biology, engineering, computer science, and chemistry who need to model uncertain physical phenomena and problems. The book is appropriate for graduate-level courses on fractional differential equations for students majoring in applied mathematics, engineering, physics, and computer science.
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Dear all.
I saw the following assertion.
“Suppose Xn (n>=1) is a sequence of non-negative random variables on a probability space (Ω,F,P) such that E[Xn]<=1 and f:(0,∞)→R is a strict decreasing convex function with f’(x)→0 ( x→∞) and x0>0 is a real constant .
Then the family (f’(Xn)*Xn*1{Xn>x0}) (n>=1) where 1{} is an index function is  uniformly integrable.”
I tried to prove this assertion but failed.Please teach me how to prove.
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1.  Formulation of the problem requires additional assumption that  $f'(x)$  exists at every $x\ge x_0$. Otherwise it may happen, that  $X_n$  equals the "bad" value  of $ x $ with positive probability so that  $f'(X_n)$ would be undefined. Alternatively, one can assume that  $f'(X_n) :=  f_-' (X_n)$,  since the left derivatiwe for convex  decreasing functions always exists and is finite except perhaps at the initial point. Then the sufficient assumption is that  $f'(x_0)$ is finite.
2.  Accordingly, below I am solving the problem with  $f'(X_n)$  replaced by  $g(X_n)$,  where $ g$  is a positive decreasing function defined on $ [x_0, \infty)$,  with $x_0\ge 0$  and  $ \lim g(C) = 0$, as  $C \to \infty$. Let us name
$ Y_n :=  g(X_n) X_n  1\{ X_n > x_0\} $
The integrals from the definition of  uniform integrability of the sequence  $Y_n$, $n=1,2,...$, can be estimated as follows, for   C>x_0 :
$  \int_\{|Y_n \ge C\}  \, Y_n  \, dP 
\le 
\int_\{X_n \ge  C/ g(x_0) \} \,  g(C)\,  X_n \, dP
\le
g(C) \,  E\{ X_n}   \to  0$ ,  as   $  C \to \infty $
Hopefully, it helps.
Best regards, Joachim
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Dear Scientists , Collegues and researchers in Applied mathematics and fractional calculus
Actually , we have used optimal homotopy asymptotic method to solve fractional
Riccati equations , but our results are completely diffrent with results published in the attached paper.Would you please help and guide us about this item ?
At the first step , we have D alfa u0=1 , but even by using J operator , we can not obtain the u0 solution mentioned in the attached paper.
With Best Regards
Dr Hamed Daei Kasmaei
Associate Editor in chief International Electronic Engineering
Mathematical Society ( IEEMS)
Phd in Applied mathematics-Numerical analysis and computational
mathematics field -IAUCTB Lecturer at Faculty of Science and
Engineering at IAUCTB.
My Personal emails : hamedelectroj@gmail.com
Skype : hamed-daei
Whatsapp and imo : +989123937613
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I am also ready to collaborate. My e-mail address is: msenol@nevsehir.edu.tr
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Dear All,
Can I transform a linear fractional Volterra integro-differential equation into a fractional differential equation? If yes, then how?
The equations are written in the attached file.
Thank you very much in advance for your help.
Sarah
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Dear Sarah,
I think that you have to impose some extra conditions on f, k and even to the notion of the fractional derivative to obtain the corresponding fractional differential equation (FDE). Even in the simplest cases it is not clear what is the corresponding FDE. Let us consider a couple of examples.
First, take k(x,t)=1 and f is differentiable. Then differentiating
(1) D^\alpha y(x)=f(x)+\int_0^x k(x,t)y(t)dt
yields
(2) DD^\alpha y(x)=f'(x)+y(x).
But since the fractional integration and differentiation does not commute in general, DD^\alpha is not necessarily a fractional derivative of order \alpha+1. If D^\alpha denotes the Riemann-Liouville fractional derivative, then (2) corresponds to FDE:
(3) D^(\alpha+1) y(x)-y(x)=f'(x).
However, if D^\alpha denotes e.g. the Caputo fractional derivative, then DD^\alpha is not necessarily D^(1+\alpha).
Second, take k(x,t)=c(x-t)^(\beta-1) for some constant c. If c=1/\Gamma(\beta), then the integral term in (1) corresponds to the Riemann-Liouville fractional integral of order \beta, which is denoted as I^\beta y. If the fractional derivative D^\beta f exists and D^\beta is the left inverse of I^\beta, then (1) converts into
(4) D^\beta D^\alpha y(x)=D^\beta f(x)+y(x).
But for the same reason as in the first case, D^\beta D^\alpha is not D^(\alpha+\beta) in general.
Hopefully you will find this useful in your further considerations.
Best regards, Jukka
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Dear all,
I have developed a new technique which solves linear integro-differential equations of fractional type. This includes Fredholm and Volterra equations.
I am looking for an application which can be modeled into such equation so I can apply my method. It can be any kind of application.
I also solve mixed system of equations e.g.1. A system of multiple Fredholm equations of different order of fractional derivatives (0, 1/2, 1, 3/2, etc..) or e.g. 2. A system of same or different kinds of Volterra equations. So, if there is an application to this kind of equation, it would be great!
I would appreciate your help. Please refer me to an article.
P.S. Only linear equations please.
Thank you very much in advance.
Sarah
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Dear Sara,
First of all, let me congratulate you for your achievement.
Do not bother about applications. Go on your research,
But if you want to have an application, you can see
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Marchaud derivatives allow us to calculate  fractional-order derivatives of sufficiently regular but not necessarily differentiable functions. Then, it is natural to ask what kind of continuous functions are annihilated  by such derivatives.
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 Dear Aldo,
I would say that the question is an open problem. If the question is considered in the scale of Lp-spaces, then it follows from the identity (see Theorem 6.1 in Samko-Kilbas-Marichev, as you obviously know)
D^\alpha I^\alpha f=f 
that the kernel is trivial in the image of Lp, 1<p<1/\alpha, under the fractional integration I^\alpha, which is a subspace of Lq with q=p/(1-\alpha*p). But the kernel considered as a subspace of continuous functions is unknown, I would say. So, if you have a manuscript on the result, go ahead and publish it! :)
Best regards, Jukka 
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Hello,
I want to demonstrate the physical interpretation of Controllabiliy and Observability indices as well as the Canonical forms in the controller and observer design.
Moreover i want to demonstrate the potential applications of the above.
I have tried seaching many different soures without any luck.
If you knew or you could suggest me a source, i would be grateful.
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Thank you very much for your answers!! Unfortunarely it should be in a theoritical level and not with the use of examples. If you could think of a reference that could help me it would be perfect
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For example if I have a complex integral and I would like to know if their a close form expression or approximation for it in the book. How I would  search on it in an efficient way?
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I think it is a good practice, thanks
However,  I found the answer to my question in the book itself :)
they actually have made some ordering technique based on classification large expressions to inner and outer functions
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Hi
I attach my function and my data. How can I curve fit my data to this function? Function contains Mittag-Leffler function and I tried to curve fit data with Matlab or Mathematica; however, I couldn't do it.  Would you please help me to curve fit my data with attached function.
or introduce me numerical methods to curve fit with Mittag-Leffler function .
Thanks
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@ Jamaleddin Mostafavi 
1- Download the attached software
2- Unzip it and paste its folder any where in your PC
3- Open this folder and double click on the cvxpt32 file
4- Use this software to do curve fitting
Good Luck
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However, all points lie inside the unit circle of the graph of the inverse roots of AR characteristic polynomial
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The answer is very informative and useful. Thank you very Much Dr. Ignacio, for your generous help.
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Please see the image attached.
If it is true, how can we prove it mathematically ? otherwise, give a counterexample which demonstrate the invalidity of the proposed preposition. 
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I aslo checked the property. There is another simple way to prove. You can consider the corresponding line equation of fractional order and together with the uniquness of solution, you will derive the property by contracdition from the equation. 
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Let A generate a strongly continuous semigroup T(t) on. X, B from U to X_{-1} be an admissible control operator for T(t), C X_1 to Y be an admissible observation opertator for T(t),  Let K from X to U be a linear operator. The statte feedback control law
u(t)=Kx(t)+v(t).
under what condition for K, the closed loop is well posed.
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Baed on the property of the state feedback control law, I gave an definition about admissible state feedback operator K.
Definition
A operator K X_1 to U is said to be an admissible state feedback operator for (A, B) if
(A, B, K)  and (A+BK, B, K)  are   L^p well posed..
This defition can remain the v(t)=-BK x(t)+u(t) also is a  state feedback control.
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I am doing the study of Local fractional derivatives and integral. so please suggest me some good book of this topics.
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i have to generate two correlated random series  X and Y from the given Correlation functions.  I have   auto correlation function  for  XX  and YY. Similarly i have cross correlation functions  for XY and YX. These all correlation functions are in Fourier transformed space (omega space). i am generating sequences of values through every correlation function. Every sequence has 3200 values. So in total i have four sequences , two for auto correlation function and two for cross correlation functions. Now i am confused, How to create my correlation matrix in Toeplitz matrix  form.
Let me explain with example, let suppose i have four sequences of values generated with help of their related functions
XX={1, 2, 3, 4, 5, 6, 7, 7 8}   % auto correlation for X random series 
YY={2, 3, 5, 6 ,7 8 9, , 3, 2}  % auto correlation for Y random series 
XY={a, b ,c , d, e, f, g, e, f, x}  % Cross correlation between X and Y
YX= XY(conjugate)                  % Cross Correlation between Y and X
Now according to Circulant embedding method, How can i handle my whole correlation matrix. My correlation matrix must be a Block Teoplitz matrix. Can any body help me? Thanks in advance
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I have figured out how to do this. I want to add the answer to my own question because may be someone else will have the same problem, so my answer might be helpful. 
look at the references "Helgason (2011), Fast and exact synthesis of stationary multivariate Gaussian time series using circulant embedding" and 
Adam M. Sykulski, Donald B. Percival, "EXACT SIMULATION OF NONCIRCULAR OR IMPROPER COMPLEX-VALUED STATIONARY GAUSSIAN PROCESSES USING CIRCULANT EMBEDDING "
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I would like to do polynominal regression on a set of data. Theoritically, it should be that the deeper the polynominal, the higher (R^2) I can get, but it is also known that overfitting could be a bigger problem if I go too deep. Then how should I do this polynominal regression? How can I determine how many items are there in such a task?
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You can use the Akaike information citerion (AIC) or its small-sample version (AICc) to choose the degree of your polynomial term. With this method, the log of maximized likelihood (L) is penalized by the number of coefficients in the model.(k): AIC = -2 L + 2 k. The smaller the AIC, the better the model.
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I have the poles of a stable fractional order system I designed. I wonder if there is a way to implement the transfer function given the poles and what would be the order of the s variable.
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I'm sure the question has been answered already, but just to answer the question, it would be best to create first an integer-order approximation of the fractional-order model.
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Any idea about inverse Laplace of fractional order system?
Y(s)= (k1*s^(lam+mu)+k2*s^lam+k3)/(k1*s^(lam+mu+1)+(1+k2)*s^(lam+1)+T*s^(lam+2)+k3*s);
I want to find out inverse Laplace of Y(s)?
Any idea or comments??
Thanks in advance. 
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Thank you Khaled Mohamed ·for your comments. I will see, if I able to partial fractions for the same. 
Once again thank you !! 
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.
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yes, possible. You can use FOMCON toolbox for the same. 
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  • We consider the following problem: biharmonic Laplacian (U)=F(U)
Question: Are there studies or findings on the relationship (asymptotic behavior, ...) between U and Laplace of U?
Thank you.
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thanks for your answer but my question is about if there exists some inequality connecting U and Laplacian (U). For all U solution of the equation : see the file attached
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I want to define fractional transfer function k/(s+a)^alpha.
where, alpha is fractional order between 0 to 1.
Could you please help for the same?
Thanking You, 
Pritesh
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I got inverse Laplace transform of this form. It is k*  t^alpha-1 * e^(-a*t)/gamma(alpha) 
However, I intend to find a response of this system where the input signal is excited with PRBS signal. 
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How much experimental work has been done on fractional dynamical systems? I recall hearing of some electronic oscillators that are modeled by fractional equations. In that case, the circuits were expressly designed to fit the equations. Are there any examples that are less contrived?
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See the papers of Duarte Valério, Richard Magin, or Tenreiro Machado. See my paper in attach
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I can see the transform whose kernel is log function
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Hello, yes there is...it is Cauchy's integral. See attached paper for further details.
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Of course there are some concepts of fractional calculus that are co-related to fractal. But how are they geometrically related ?
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Thanks Prof. Stoica.
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For example, "x" is called position , "dx/dt" is velocity or displacement and "d2x/dt2" is the acceleration entities. But in the case of fractional order what is the meaning of "d0.9x/dt0.9". How can we consider? Is this intermediate state of velocity and the acceleration?
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Fractional order derivatives are related to memory. No other physical meaning can be attached to them at present though theory is old.
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Lizorkin space is a subspace of a rapidly decreasing function. The space of a rapidly decreasing test function is not invariant with respect to fractional integral. Where as lizorkin space is invariant w.r.t. fractional integral and differentiation. 
I am not getting an example of this failure so please suggest few examples so that I can get this clearly.
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Look at the definition of the fractional derivative , and you will see that it will have a singularity and power behaviour for Riemann-Liouville derivative. Lizorkin space implies a special definition of derivative related to multiplication by (1+x^2)^r for Fourier image which is multiplicator in space of r.d.t.f.
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Riemann-Liouville fractional integral operator Ia+(x)  is defined for x>a but what happens if x=a?
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More generally, the function f(x) to be integrated need not to be bounded. It can have integrable singularity at x=a. If f(x) behaves like (x-a)^{-b} with b<1 near x=a, the limit of I_{a+}f(x), as x tends to a+ ,
1) is zero, if the order of the integration \alpha>b,
2) is non-zero constant, if \alpha=b, and
3) does not exist, if \alpha<b. 
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E_q(t) with q a bounded function.
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Dear Professor  R.Heremann,
Thank you !
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In the expression of the fractional derivative, if terminals are reversed, that it is like a simple integral, add a minus sign or there is a difference or something to take into consideration.
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The left-sided Caputo fractional derivative of u(x) is defined as
^C_a D^{\beta}_x u(x) = \frac{1}{\Gamma(1-\beta)} \int_{a}^{x}
\frac{u'(t)}{(x-t)^{\beta}} dt,  where  0<\beta <1.
Under what condition the Caputo fractional derivative of a polynomial of degree N is a polynomial of degree at most N?
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Did you use the Fourier transform technique? I think you can use that approach. Working with Fourier transform make it easier.
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We know the efficiency of a PID -fractional controllerwhen applied to the case of fractional order plant.
What is the benefit to using a fractional controller with one integer order plant?
At what level PID- fractional order controller could overcome one PID integer controller?
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I just would like to make some minor correction and clarification of Mr. Bhase's statement.
It is true that a fractional-order controller may provide more adjustable time and frequency responses of the control system, but this only happens if the controller has more degrees-of-freedom (DOF) than its integer-order counterpart. For example, a classical integer-order PID controller only have 3 parameters that could be tuned, therefore, you by using this, you will only be able to satisfy at most 3 criteria of your choice (in assumption that there is a solution). A fractional-order PID controller can have as much as 5 DOF which means that you can satisfy more than 3. This what makes a FOPID better than PID in this particular case.
But it doesn't mean that it will always provide a better response. The only way to know if it is better is to compare the optimal FO controller to its optimal IO controller counterpart.
I agree with Mr. Bhase's comment that if the FOC is tuned properly, then it will definitely be better.