Controller parameters optimization on a representative set of systems using deterministic-chaotic- mutation evolutionary algorithms.
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F10%3A63508866" target="_blank" >RIV/70883521:28140/10:63508866 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Controller parameters optimization on a representative set of systems using deterministic-chaotic- mutation evolutionary algorithms.
Original language description
The application of Differential Evolution (DE) to the task of PID controller optimization is explored in this chapter. DE is applied in two variants; canonical and chaos mutated. DE canonical version uses a random number generator where as the chaos mutated version uses chaotic maps as the mutation generator. These two variants are applied to three different systems in order to gauge their effectiveness. The results present two main points. The first is the effectiveness of DE over tuning algorithms andother metaheuristics. The second is the competitiveness and effectiveness of embedding chaotic systems in DE.
Czech name
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Czech description
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Classification
Type
C - Chapter in a specialist book
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA102%2F09%2F1680" target="_blank" >GA102/09/1680: Control Algorithm Design by Means of Evolutionary Approach</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2010
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Book/collection name
Evolutionary Algorithms and Chaotic Systems
ISBN
978-3-642-10706-1
Number of pages of the result
34
Pages from-to
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Number of pages of the book
521
Publisher name
Springer-Verlag Berlin
Place of publication
Heidelberg
UT code for WoS chapter
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