Martin Drozdik

Martin Drozdik
AskBe4 GmbH

Mgr

About

4
Publications
866
Reads
How we measure 'reads'
A 'read' is counted each time someone views a publication summary (such as the title, abstract, and list of authors), clicks on a figure, or views or downloads the full-text. Learn more
52
Citations
Additional affiliations
October 2011 - December 2014
Shinshu University
Position
  • PhD Student

Publications

Publications (4)
Conference Paper
Full-text available
Differential evolution (DE) is a powerful and simple algorithm for single-and multi-objective optimization. However, its performance is highly dependent on the right choice of parameters. To mitigate this problem, mechanisms have been developed to automatically control the parameters during the algorithm run. These mechanisms are usually a part of...
Conference Paper
Full-text available
Differential evolution (DE) is a very powerful and simple algorithm for single-and multi-objective continuous optimization prob-lems. However, its success is highly affected by the right choice of pa-rameters. Authors of successful multi-objective DE algorithms usually use parameters which do not render the algorithm invariant with re-spect to rota...
Article
Full-text available
Many multi-objective evolutionary algorithms rely on the non-dominated sorting procedure to determine the relative quality of individuals with respect to the population. In this paper we propose a new method to decrease the cost of this procedure. Our approach is to determine the non-dominated individuals at the start of the evolutionary algorithm...
Conference Paper
Full-text available
Nondominated sorting and diversity estimation procedures are an essential part of many multiobjective optimization algorithms. In many cases these procedures are the com-putational bottleneck of the entire algorithm. We present the methods to decrease the cost of these procedures for multiobjective differential evolution (DE) algorithms. Our approa...

Network

Cited By