Comparison of chaos driven PSO and differential evolution on the selected PID tuning problem

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86092544" target="_blank" >RIV/61989100:27240/14:86092544 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/14:86092544 RIV/70883521:28140/14:43871744
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-662-45237-0_8" target="_blank" >http://dx.doi.org/10.1007/978-3-662-45237-0_8</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-662-45237-0_8" target="_blank" >10.1007/978-3-662-45237-0_8</a>

Result language
angličtina
Original language name
Comparison of chaos driven PSO and differential evolution on the selected PID tuning problem
Original language description
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 PSOand DE versions, which do not utilize the chaos in the place of pseudo-random number generator.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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