%0 Conference Proceedings
%T Comparison of Chaos Driven PSO and Differential Evolution on the Selected PID Tuning Problem
%+ Tomas Bata University in Zlin (UTB)
%+ Technical University of Ostrava [Ostrava] (VSB)
%A Senkerik, Roman
%A Pluhacek, Michal
%A Zelinka, Ivan
%A Davendra, Donald
%A Kominkova Oplatkova, Zuzana
%Z Part 2: Algorithms
%< avec comité de lecture
%( Lecture Notes in Computer Science
%B 13th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM)
%C Ho Chi Minh City, Vietnam
%Y Khalid Saeed
%Y Václav Snášel
%I Springer
%3 Computer Information Systems and Industrial Management
%V LNCS-8838
%P 67-76
%8 2014-11-05
%D 2014
%R 10.1007/978-3-662-45237-0_8
%K Differential Evolution
%K PSO
%K Deterministic chaos
%K PID tuning
%Z Computer Science [cs]
%Z Humanities and Social Sciences/Library and information sciencesConference papers
%X This paper presents results of the utilization of selected discrete chaotic map, which is Dissipative standard map, as pseudo-random number generator for the differential evolution (DE) optimization algorithm and Particle Swarm Optimization (PSO) algorithm in the task of PID controller design for the selected 4th order dynamical system. The results are compared with previously published results; both chaos driven heuristics with each other and finally the obtained results are compared with canonical PSO and DE versions, which do not utilize the chaos in the place of pseudo-random number generator.
%G English
%Z TC 8
%2 https://inria.hal.science/hal-01405560/document
%2 https://inria.hal.science/hal-01405560/file/978-3-662-45237-0_8_Chapter.pdf
%L hal-01405560
%U https://inria.hal.science/hal-01405560
%~ SHS
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-TC
%~ IFIP-TC8
%~ IFIP-LNCS-8838
%~ IFIP-CISIM