Industrial Engineering - Science topic

Ontological model should be a complete theory of how an enterprise is structured and how it functions as whole. It should describe through formulas the objects, subjects, processes, and all the elements in an enterprise, as well as the relationships between them. A structured way to define and organize the enterprise, allowing people to study it, but also computers to understand it. A holistic and comprehensive ontological model of the enterprise.

In manufacturing, a given processed metal part, as a final product, can be both a good or a performed service.

I am curious to see everyone's opinion on the importance of economic science and management to be able to differentiate goods from services clearly and how this can help an industrial enterprise with production planning, cost calculations, major optimizations, etc.

Currently, there are many definitions of what are goods and services. Some of them define them as two completely different things. Others, like the Wikipedia page on this topic, state it is impossible to say that an item is either a good or a service, and there is a service-goods continuum. Another thing is the term product, which some say is a good, but most sources give two dimensions of a product - a service and a good

Let's discuss it!

Hello everyone. I am currently doing my undergrad in Industrial Engineering, about to start my thesis and have a keen interest in machine learning but finding appropriate datasets have been tough. If anyone would be kind enough to suggest websites to find datasets related to my field, it would help me a lot. I have already tried Kaggle but had hard luck finding anything worth working on.

Thank you.

The paper "Steady-State Transitions and Polymorph Transformations in Continuous Precipitation of Calcium Carbonate ", published in September 1994

A confirmation from you would be appreciated.

Thanking you

Debasish Chakraborty

Early production of products is also considered as "Excess finished goods inventory" in lean wastes. If early production is considered in both types of wastes such as 'overproduction' and 'Inventory', there will be the chance of recurrence of same waste in different categories. How to avoid this duplication?

Organized by the Department of Mechanical & Industrial Engineering, Manipal Institute of Technology, MAHE, Manipal, India

In Association with the School of Engineering and IT, MAHE Dubai, UAE 4 – 5 October 2023 | Hybrid Mode (Offline & Online) | Location: MAHE Dubai

Register to be Reviewer: https://forms.gle/XM5sdG9d6driZvdD8

We are delighted to present you with the Reviewer Certificate after completing the review in recognition of your commitment to scholarly excellence. This certificate signifies your pivotal role in advancing research within the Conference Theme. Please complete the form to indicate your interest in serving as a reviewer for this conference.

Conference Website: https://conference.manipal.edu/RAiSE-2023/Default

Economists and Industrial Engineering folks

I'll be teaching Engineering Economics to our Electrical and Computer Engineering students this Spring, after a three years break.

Please advise me on the topics/concepts/examples you believe should be stressed on, or any other issues.

Thank you

لطفا اگر توصیه‌ای در رابطه با ارایه بهتر و سودمندتر درس اقتصاد مهندسی برای دانشجویان مهندسی برق و کامپیوتر دارید، با ما در میان بگذارید.

متشکرم

#engineering #economics #engineeringeconomics #teaching #kntu #alirezafereidunian #isosg #feasibilitystudy #economicanalysis

hope you can help me, Thanks

Research aimed at optimizing organizational processes and based on the Memory of Institutional History. Constituyen una fuente de valor referencial que pueden ayudar amejorar la calidad del funcionamiento de las organizaciones. ¿Hay algún comentario al respecto?

I'm studying master degree of Industrial Engineering filed of information system.

My question is here , what topic should I take that be new & controversial.

I would appreciate if anyone can help me to make the best decision.

Because after defending,

I want to make it a journal.

Best regards

Hello, I'm Deorita from Parahyangan Catholic University majoring in Industrial Engineering. As for now, I'm currently doing my thesis about the selection of HPLC machine supplier using ANP method. Can someone recommend me a sample of questionnaire on ANP method, or a suggestion on how to structure the question for the questionnaire?

Thank you so much for all the kind help.

Best regards,

Deorita.

I really appreciate every answer because this project is going to be my Master Degree Thesis.

I have already studied a lot of softwares, such as: Ecolizer, openLCA, GaBi, SimaPro, Ecochain and Umberto, and many databases: Eco-invent, US LCI, ELCD, Environmental footprint and BioEnergieDAT.

Could you suggest some contemporary research topics in Operations Research (OR)?

In your opinion, which research topics of OR could be impactful in the next decade?

Thanks in advance.

Some journals give reviewers 60 days, others give 40 days, 30 days, or 20 days to review a paper. MDPI journals give only 10 days, but it can be extended if the reviewer needs more time. In my opinion, 10 days might be too short, but 60 days is excessive. Allowing 60 days for a peer review is adding to the response time unnecessarily, and disadvantaging the authors. I can thoroughly review a paper in a day (if I dedicate myself to it), or two at most. A reviewer should only accept a review request if they are not too busy to do it in the next 10 to 20 days. I have encountered situations in which a reviewer agrees to the review, but does not submit the review at the end of 60 days, wasting those valuable 60 days from the author. What do you think the allowed time for reviewers should be?

I am looking for a colleague or a supervisor to write an ISI Article about the area of SCM and Machine learning that I am keen on it

Anyone is interested to help me or colloborate with me just message me here

I am looking forward to your reply

Thank you

Dear all, I want to solve three or four objective functions with the four or five decision variables (no. of decision variable> no of the objective function). There may be some game-theoretic approach to solve the problem. But I am searching for some MATHEMATICA code (Like the Direct Search method or other computational technique) to solve the problem. If there have, please suggest (other than GA).

Thank you.

I will be grateful if you share your ideas about the applications of "Probability and Statistics" in Industrial Engineering. They could be the applications that were in the past or are in the present, or maybe in the future for industrial engineers.

Hi,

I'm looking for insights on whether to forecast online sales with or without the returned stock. And what factors we shall consider.

Could you point me in the right direction? Thank you for any help you can offer.

Hello Dears,

The future of all industries and life on Earth depends on the future of the energy industry. In this regard, choosing the best energy source and optimally investing in it is very important. In your opinion, which energy source will make the most of the future of the energy industry according to the uncertain environmental conditions?

Bests,

Dashtpeyma

Hello dear Professors, Researchers,..

Anyone in the discipline of industrial engineering would like to write an article in the area of SCM and AI? It is my pleasure to collaborate with you. just message me.

I look forward to hearing from you

Best regards

Many journals uses impact factors whereas some are using cite score. Is there really a big differences between them or not? Some journals uses SJR,SNIP score, what is the meaning of these?

In daily life single period and multi period inventory system is very necessary things. When the selling period is fixed that is we cant sell things outside that fixed time then it is called may be single period. Lets talk about it what is the actual definition.

A huge amount of water is evaporated to cool down and solidify the liquid metal strands coming out of bottom of CCM mould. The steam contains significant latent and sensible heat energy, besides the vapour is significantly devoid of microbes and soluble salt. Can the water vapour and/or its heat content be reutilized to increase thermal efficiency of Continous casting, theoretically and economically (like distilled water production, reinjecting vapour to water treatment plant to reduce mineral load in water to be treated as well as water requirement)? If not, then why? (except for very low energy saving but high investment to recycle the heat)

I need to find out what is the best algorithm to resolve this kind of assembly line. Somebody can say if the best way is modify some existing method?

Dear researchers,

I have the following questions:

1. I want to know how I can read a number of TABLES and PARAMETERS from excel?

2. How can I make GAMS show the zero values as "0" in the results? Obviously, the program drops them...

I know how to convert one table or parameter from GAMS to excel. When I use 'xls2gms' or 'gdxxrw', it is ok but just for one table, for example.

However, in my case study, there is a sheet that contains many tables, and I don't know how to convert them to the assigned table names in GAMS. The ide shows an error with this regard!

Thanks for your help in advance.

Hello to all professors and researchers,

What is your suggested topic for conducting an academic-operational thesis in one of the most up-to-date and efficient fields?

Please express your proposal in a combination of two fields of computer engineering and industrial engineering.

Thank you ...

MICLASS and DCLASS coding system in group technology follow which type of coding: monocode, polycode or mixcode? Why Opitz classification and coding system is a mixed code. I can understand that there is the feature of polycode, but I cannot find any feature of monocode or hierarchical order in Opitz coding system.

Hi,

I am looking for a good reference book about protection and relay settings to use it as a reference in my daily industry works (NOT looking for an academic oriented book). Can anybody introduce a good book in this topic? 

Thanks

Hi. I'm an Industrial Engineering student and currently working on a qualitative research paper but I'm confused as to what analytical tool I can use for my data. I got STUDENT LEADERS' ACHIEVEMENTS AND MOTIVATIONS as research title and I'm using the Appreciative Inquiry Approach. Can anyone please suggest?Thank you.

Hello. My name is Rand and I'm an Industrial Engineering student. I'm currently working on my bachelor's thesis where I will be using a simulation-based DVSM. However, I got stuck on the logic behind the storage part and order picking for a warehousing 4.0. I came across your thesis which happens to be for a warehouse as well. Could you please help out with the logic? Thank you!

I am looking for available databases for a standardized list of SOPs. More specifically, I am looking for a standardized SOP for anthocyanin extraction from deepwater rice. This SOP must be for industrial use.

It has been seen that the instrument rating of an instrument mentioned in the operating manual is different from what is mentioned in the technical manual (Not all, but few). If we disregard the typing error, what are the actual reasons accounting for this difference?

NFF (No Fault Found) has the major contribution to reduce the operational availability, resources and increase the cost of Maintenance of any aircraft in aviation. The likely causes are human factors, maintenance training, faults reporting, fault analysis, corrective Maintenance and procedures. However, mitigating these issues are completely a tedious process wherein management skill can't achieve the desired results. So, what are the other parameters/ technical factors that need to be considered?

As we know in this pandemic, everything seems quite hard to control. I hope the researches could discuss and share their thoughts for researching at this time. Especially related in Industrial Engineering.

Hi,

In E-commerce, Do we make the forecast for the integrated channels or separately? What factors should we consider? Any case studies you would recommend?

I really appreciate any help you can provide.

To make the steel slab shrinkage calculations necessary to know the values of the TLE coefficients at different temperatures, including high. These values are absent in the Database of steel properties.

I'm an master student of advanced information systems and my bachelor degree was in industrial engineering. My field of interest in industrial engineering was quality related topics like SQC, SPC, DoE, Six Sigma, etc. Now I'm looking for a proper topic for my master thesis which combines Data Science and Quality related topics.

How do you measure the performance/utilization of a healthcare department/clinic? What methods/approaches/techniques/tools do you use or suggest? You have to consider the human factor. The resources of healthcare include nurses, doctors, technicians, assistants, etc.

Is the performance of a doctor measured by the number of patients treated? Or is the time spent by a nurse with patients, or is the performance of a clinic/department/hospital measured by the number of patients treated during the day?

A correct interpretation of reliability analysis is determinative for researchers and industrial developers to refine their design and also prepare proper maintenance scheduling and safety analysis. However, I still see that many designers prefer to use classical safety factors instead of reliability analysis techniques. what's your sense about this.

For example, imagine that you are going to buy a bearing and I say you this bearing's reliability is 94% for the expected life of 5 years. it means that if you test 100 bearings under normal performance, almost 6 of them should fail after 5 years. does this analysis makes sense for you in your research and development?

and if the answer is yes, how do you use the outcome of reliability analysis in your research area. the answer is important for me because I am going to start developing commercial software for reliability analysis and it is important to see what are the expectations of experts from the reliability analysis methods.

Thanks,

Sajad

Hello. My name is Yiming and I'm a PhD candidate in Industrial Engineering. My PhD project focuses on serious games for teaching innovation processes.

I would like to know what are the key elements (essence) of the teaching of innovation processes.

This information is really important for designing effective serious games.

Thank you so much.

Hello,

I am a novice researcher in the field of clustering algorithms. DBSCAN was the one which its mathematical background draw my attention to itself but unfortunately, except biological- and medical-oriented fields, I couldn't imagine any other use cases for the algorithm. I would appreciate if anyone introduce me some useful resources which DBSCAN is used in fields except medical or biological ones. According to my bachelor degree (Industrial Engineering), I'm particularly looking for industrial and manufacturing instances.

Regards.

Research strategies in many institutions require to carefully investigating the future trends in disciplines. Other plans such as hiring researchers, establishing new labs, … are based on the how we look to the future of research and our understanding what others working in. I hope that researchers discuss this important issue and exchange the related experiences and knowledge.

I am not sure if there exists a novel method to relate the state estimation method to the prediction of a survival function or reliability distribution function, which is more like a conventional method, in prognostics. Can anyone answer the question please?

My problem consists:

1. More than thousand Constraints and Variables

2. It is purely 0-1 programming i.e. all variables are binary.

3. Kindly note that I am not a good programmer.

Please provide me some links of books or videos discussing application of GA in Matlab for solving 0-1 programming with large number of variables and constraints.

I have gone through many YouTube videos but they have taken examples with only two or three variables without integer restrictions.

Lean as in Lean Six Sigma is a very structured and mature approach. In software engineering there are few attempts to re-invent the wheel by resurfacing techniques used for over 50 years in manufacturing as "new approaches".

Although a laudable initiative in many cases it is just a smoke screen for certifications and training courses.

What are some topics related to production and industrial engineers?

I am looking for INDEXED conferences in these field, possibly with an impact factor. Any clues ?

It doesnt matter where ...

While reading about high technological topics like dynamic scheduling in FMS in the context of Industry 4.0, being an Industrial Engineer, I find it very difficult to study about handling dynamic environment with codes. At the same time, I think this research topic is a hot area for research.

When I read about lean management tools such as value stream mapping. I find it easy. At the same time, I think this research topic is already being implemented everywhere and research papers are available with case studies.

Which topic should I choose? (trending+difficult vs easy+already implemented)

I am an undergraduate student in Production and Industrial Engineering, looking for a research proposal for applying in a doctoral program. Also, it would be great if you suggest some read. Or any suggestions?

Thank you for your time.

Call for Papers

International journal of industrial engineering and operational research (IJIEOR) is a peer-reviewed, open access journal that publishes original research articles as well as review articles in all areas of industrial engineering. IJIEOR publishes original, quality articles reporting advances in industrial engineering theory, techniques, methodology, applications and practice. 

International journal of industrial engineering and operational research (IJIEOR) : http://ijieor.bgsarman.ir

ISSN: 2676-3311

IJIEOR applies the Creative Commons Attribution (CC BY) license to works that publish (read the human-readable summary or the full license legal code). Under this license, authors keep ownership of the copyright for their content, but permit anyone to download, reuse, reprint, modify, distribute and/or copy the content as long as the original authors and source are cited. No permission is needed from the authors or the publishers. Appropriate attribution can be provided by simply citing the original article. For any reuse or redistribution of a work, users have to also make clear the license terms under which the work was published. This broad license was developed to facilitate free access to, and unrestricted reuse of, original works of all kinds. Applying this standard license to your own work will ensure that it is freely and openly available in perpetuity. 

Subjects covered are:

Artificial Intelligence 

Engineering Economy and Cost Estimation

Ergonomics in Job and Work Design

Facilities Design and Location

Hazard and Risk Assessment and Mitigation

Healthcare Systems Engineering

IE Applications and Practices in  Energy Management

Management Information Systems

Infrastructure Engineering, Development & Management

Maintenance Engineering and Management

Materials Handling

Performance Analysis and Simulation

Production Systems Design, Planning and Control

Productivity and Business Strategies

Project Management

Service Systems Engineering and Management

Sustainable Engineering and Development

Total Quality Management and Quality Control

Work Measurement and Methods Engineering

Industrial Engineering Education and Practices

Green Resource Optimization

Operations Research and mathematical models

Optimization techniques and meta heuristics

Stochastic Processes

Game theory

Industrial Engineering

Operation Research

Logistics

Supply and Operations Management 

Professor Gerhard-Wilhelm Weber, Faculty of Engineering Management, Poznan University of Technology, Poland, Institute of Applied Mathematics, METU, Ankara, Turkey Dr. Reza Lotfi, Department of Industrial Enginering, Yazd University and CEO of Behineh Gostar Sanaye Arman Dr. Pandian Vasant, senior lecturer at Universiti Teknologi PETRONAS in Malaysia Dr. Sadia Samar Ali, Associate Professor of Department of Industrial Engineering, College of Engineering for Girls, King Abdul-Aziz University Dr. Sankar Kumar Roy, Department of Applied Mathematics with Oceanology and Computer Programming. Dr. Eren ÖZCEYLAN, Associate Professor in the Industrial Engineering Department University of Gaziantep Dr. Kathryn E. Stecke, Ashbel Smith Professor of Operations Management, University of Texas at Dallas, Naveen Jindal School of Management Dr. Audrius Kabasinskas, Department of Mathematical Modeling, Kaunas University of Technology Dr. Chefi Triki, Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Oman Dr. Nadi Serhan Aydin, Department  of Industrial and Systems Engineering, Istinye University Dr. Sırma Zeynep Alparslan Gök, Süleyman Demirel University, Turkey Dr. Tomaz Brzeczek, Poznan University of Technology, Faculty of Engineering Management, Poland Dr. Rafał Michalski, Faculty of Computer Science and Management, Wrocław University of Science and Technology, Poland Dr. Vilda Purutcuoglu, Department of Statistics,  Middle East Technical University Dr. Tatiana Tchemisova, Division of Mathematics, University of Aveiro Dr. Herman Mawengkang, Department of Mathematics, University of Sumatera Utara, Indonesia Dr. Hamid Reza Jafari, Department of Industrial Enginering,Islamic Azad University,Abhar Branch, Zanjan, Iran Dr. Mohammad Hosein Sattarkhan, Department of Industrial Engineering, Faculty of Engineering, Yazd University, Yazd, Iran Dr. Bohlool Ebrahimi,Satellite Research Institute, Iranian Space Research Center, Tehran, Iran Dr. Masoumeh Mirjafari, Azad University Rudehen branch, Tehran

IEEE distribution test systems are widely used in papers and in books, but there only have unbalanced test feeders in IEEE website:http://ewh.ieee.org/soc/pes/dsacom/testfeeders/index.html . 

I do not know of any official IEEE website or publication that contains the balanced distribution test systems(e.g. IEEE 33-bus and 69-bus) .

Can anyone help me with this?

Suppose in a three layer supply chain there are three different profit function TPs, TPm, TPr then total integrated profit is TIP=TPs+TPm+TPr, if we put TPs=0 then is it reduce to two layer supply chain or not?

The uncertainty fuzzy set theory (FST) plays a significant role in real world problems such as operation research, medical decision making, risk assessment, social science, decision making, reliability analysis.

Papers:

L.A. Zadeh, Fuzzy sets, Inform. Control, 8 (1965) 338-356.

S.H.Wei, S.M. Chen, A new approach for fuzzy risk analysis based on similarity measures of generalized fuzzy numbers, Expert Syst. Appl. 36(1) (2009) 589598.

J. Ye , The Dice similarity measure between generalized trapezoidal fuzzy numbers based on the expected interval and its multicriteria group decision-making method, Journal of the Chinese Institute of Industrial Engineers, 29:6 (2012) 375-382, DOI: 10.1080/10170669.2012.710879.

As I know, the conventional cutting stock problem can be easily solved by column generation.

Now I want to carry these cuts by truck carriers and this time we want to minimize the number of trucks for transport. ( of course, less waste of stock leads to less number of trucks)

How to formulate this problem in one ILP? Which meets the orders for cuts and also minimize used truck carriers.

Any paper or other resources to help me with this problem?

There are lots of Optimization method /Evolutionary algorithms (EAs) in literature. Some of them is more effective (for solving linear/nonlinear problem) compared to other. But we don’t know which will fit our model. As a result we checked for everything as we can do. But cant get the desire result. Some of those methods are 1. Genetic algorithms (GA) ; Haupt and Haupt (2004) 2. Pattern search (Mathlab) 3. Particle swarm optimization (PSO), Binary Particle Swarm Optimization (BPSO); Eberhart and Kennedy (1995) 4. Bee optimization; Karaboga and Bosturk (2007) Pham et al (2006) 5. Cuckoo algorithm; Yang and Deb (2009, 2010) 6. Differential evolution (DE) ; Storn and Price (1995, 1997) 7. Firefly optimization; Yang (2010) 8. Bacterial foraging optimization; Kim, Abraham and Cho (2007) 9. Ant colony optimization (ACO) ; I Dorigo and Stutzle (2004) 10. Fish optimization; Huang and Zhou (2008) 11.Raindrop optimization ; Shah-Hosseini (2009) 12.Simulated annealing ; Kirkpatrick, Gelatt and Vecchi (1983) 13.Biogeography-based optimization (BBO), 14. Chemical reaction optimization (CRO) 15. A group search optimizer (GSO), 16. Imperialist algorithm 17. Swine flow Optimization Algorithm. 18. Teaching Learning Based Optimization (TLBO) 19. Bayesian Optimization Algorithms (BOA) 20. Population-based incremental learning (PBIL) 21. Evolution strategy with covariance matrix adaptation (CMA-ES) 22. Charged system search Optimization Algorithm 23. Continuous scatter search (CSS) Optimization Algorithm 24. Tabu search Continuous Optimization 25. Evolutionary programming 26. League championship algorithm 27. Harmony search Optimization algorithm 28. Gravitational search algorithm Optimization 29. Evolution strategies Optimization 30. Firework algorithm, Ying Tan, 2010 31. Big-bang big-crunch Optimization algorithm, OK Erol, 2006 32. Artificial bee colony optimization (ABC), Karaboga,2005 33. Backtracking Search Optimization algorithm (BSA) 34. Differential Search Algorithm (DSA) (A modernized particle swarm optimization algorithm) 35. Hybrid Particle Swarm Optimization and Gravitational Search Algorithm (PSOGSA) 36. Multi-objective bat algorithm(MOBA) Binary Bat Algorithm (BBA) 37. Flower Pollination Algorithm 38. The Wind Driven Optimization (WDO) algorithm 39. Grey Wolf Optimizer (GWO) 40. Generative Algorithms 41. Hybrid Differential Evolution Algorithm With Adaptive Crossover Mechanism 42.Lloyd's Algorithm 43.One Rank Cuckoo Search (ORCS) algorithm: An improved cuckoo search optimization algorithm 44. Huffman Algorithm 45. Active-Set Algorithm (ASA) 46. Random Search Algorithm 47. Alternating Conditional Expectation algorithm (ACE) 48. Normalized Normal Constraint (NNC) algorithm 49. Artificial immune system optimization; Cutello and Nicosia (2002) 50. fmincon .

Besides this there are many other optimization algorithm recently invented which are generally called Hybrid optimization Technique because it’s a combination of two method. If we share our experiences then it will be helpful for all of us who are in the field of optimization. I may be missing some methods, researcher are requested to add those algorithms and the way of use like many model needs initial value, weight, velocity, different type of writing objective function etc. I am facing some problems that’s why I make this format which will definitely help me as well as all other researchers in this field. Expecting resourceful and cordial cooperation.

Is there any relation between block chain and inventory management?

There is a need to automate several industrial tasks which may require a number of humans and robots to perform it. Some can be done only using robots. Say there is a task X. My output looks like: Task X can be done if around 4 robots are assigned to it or 1 human and 1 robot are assigned to it. My input will describe the task based on which an algorithm will compute the desired output.

So basically could you share some research work where resource requirement for industrial tasks are modeled mathematically or even empirically? Or could you point to some existing algorithms in the domain of industrial engineering or otherwise where researchers have tackled the problem of identifying how much resources need to be thrown on a task to finish it successfully?

I have started programming binary bat algorithm to solve knapsack problem. i have misunderstanding of position concept in binary space :

Vnew= Vold+(Current-Best) * f;

S= 1/ ( 1+Math.exp(-Vnew));

X(t+1) = { 1  S>Rnd  , 0   Rnd>=S)

the velocity updating equation use both position from previous iteration (Current) and global best position (Best). In continuous version of BA, the position is real number but in the binary version, position of bat represented by binary number. In Knapsack Problem it means whether the item is selected or not. In the binary version, transfer function is used to transform velocity from real number to binary number. I'm confused whether the position in BBA is binary or real number ? if binary then the (Current-Best) can only be 1 - 0, 0 - 1, 1 - 1, etc. and if real number then how to get the continous representation if no continous equation to update the position (in original BA, the position updating equation is X(t+1) = X(t) + Vnew

How we can enhance the power of large gas generator, what parameters have to change or improve. Can it take place without any improvement or changing in Turbine design?

A su criterio, ?cuáles son las tendencias de la Ingeniería Industrial enmarcado en la cuarta revolución industrial?

Sometimes its very necessary to find appropriate journals to submit articles but its also necessary to know the impact factor.

In optimization problem often we use local optimum but is it global? Or are there any meta-heuristics algorithm to obtain global solution? If there any then what is the name of that algorithm and if possible how we can get that solution?

There are lots of Optimization method /Evolutionary algorithms (EAs) in literature. Some of them is more effective (for solving linear/nonlinear problem) compared to other. But we don’t know which will fit our model. As a result we checked for everything as we can do. But cant get the desire result. Some of those methods are 1. Genetic algorithms (GA) ; Haupt and Haupt (2004) 2. Pattern search (Mathlab) 3. Particle swarm optimization (PSO), Binary Particle Swarm Optimization (BPSO); Eberhart and Kennedy (1995) 4. Bee optimization; Karaboga and Bosturk (2007) Pham et al (2006) 5. Cuckoo algorithm; Yang and Deb (2009, 2010) 6. Differential evolution (DE) ; Storn and Price (1995, 1997) 7. Firefly optimization; Yang (2010) 8. Bacterial foraging optimization; Kim, Abraham and Cho (2007) 9. Ant colony optimization (ACO) ; I Dorigo and Stutzle (2004) 10. Fish optimization; Huang and Zhou (2008) 11.Raindrop optimization ; Shah-Hosseini (2009) 12.Simulated annealing ; Kirkpatrick, Gelatt and Vecchi (1983) 13.Biogeography-based optimization (BBO), 14. Chemical reaction optimization (CRO) 15. A group search optimizer (GSO), 16. Imperialist algorithm 17. Swine flow Optimization Algorithm. 18. Teaching Learning Based Optimization (TLBO) 19. Bayesian Optimization Algorithms (BOA) 20. Population-based incremental learning (PBIL) 21. Evolution strategy with covariance matrix adaptation (CMA-ES) 22. Charged system search Optimization Algorithm 23. Continuous scatter search (CSS) Optimization Algorithm 24. Tabu search Continuous Optimization 25. Evolutionary programming 26. League championship algorithm 27. Harmony search Optimization algorithm 28. Gravitational search algorithm Optimization 29. Evolution strategies Optimization 30. Firework algorithm, Ying Tan, 2010 31. Big-bang big-crunch Optimization algorithm, OK Erol, 2006 32. Artificial bee colony optimization (ABC), Karaboga,2005 33. Backtracking Search Optimization algorithm (BSA) 34. Differential Search Algorithm (DSA) (A modernized particle swarm optimization algorithm) 35. Hybrid Particle Swarm Optimization and Gravitational Search Algorithm (PSOGSA) 36. Multi-objective bat algorithm(MOBA) Binary Bat Algorithm (BBA) 37. Flower Pollination Algorithm 38. The Wind Driven Optimization (WDO) algorithm 39. Grey Wolf Optimizer (GWO) 40. Generative Algorithms 41. Hybrid Differential Evolution Algorithm With Adaptive Crossover Mechanism 42.Lloyd's Algorithm 43.One Rank Cuckoo Search (ORCS) algorithm: An improved cuckoo search optimization algorithm 44. Huffman Algorithm 45. Active-Set Algorithm (ASA) 46. Random Search Algorithm 47. Alternating Conditional Expectation algorithm (ACE) 48. Normalized Normal Constraint (NNC) algorithm 49. Artificial immune system optimization; Cutello and Nicosia (2002) 50. fmincon .

Besides this there are many other optimization algorithm recently invented which are generally called Hybrid optimization Technique because it’s a combination of two method. If we share our experiences then it will be helpful for all of us who are in the field of optimization. I may be missing some methods, researcher are requested to add those algorithms and the way of use like many model needs initial value, weight, velocity, different type of writing objective function etc. I am facing some problems that’s why I make this format which will definitely help me as well as all other researchers in this field. Expecting resourceful and cordial cooperation.

Is it possible to manage with supply chain in a more effective way?

What are the differences among flexible manufacturing system (FMS), computer integrated manufacturing (CIM) and totally integrated automation (TIA)?

Most of the major cities in the world are providing public transportation system for travel within the city.

What are possible application of Industrial Engineering tools and techniques for proper planning, cost effective and efficient running of public transportation systems in major cities?

With the growth of tourism worldwide, there will be increasing requirements of hotels, transport, development of infrastructure of tourist places and other facilities.

Therefore, it is necessary that tourism and hotel industry becomes increasingly cost effective.

What role Industrial Engineering tools and techniques can play in increasing cost effectiveness of tourism and hotel industry?

DWIM  consisting of two sets of three phase winding, when one winding is excited from a three phase supply, it works as a conventional induction motor to meet mechanical load, at the same time a three phase EMF is induced in second set of three phase winding which works as induction alternator. By adjusting load on both winding machine may be operated at its rated capacity,energy conservation and performance improvement can be obtained

I am a student of Industrial Engineering. For the master's thesis topic I want to work in the field of big data and machine learning. can someone help me for the application of big data and machine learning in industrial engineering or introduce papers in this field?

spading machine works on articulated quadrilateral mechanism.

I am looking for some research on how an Industrial engineer can use his/her knowledge while designing buildings such as healthcare facilities, hospitals etc. How can an Industrial Engineer work with an architect designing these buildings in the design phase itself. The goal is to apply Industrial Engineering theories such as Lean six sigma, facility locations etc .

I am modeling a cross-docking service center and am trying to generate the items on the truck to be unloaded, sorted, and then loaded again. I need to make the trucks themselves entities so they can seize a door.