On Static Control of the Differential Evolution

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F19%3A10240342" target="_blank" >RIV/61989100:27240/19:10240342 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-981-13-2182-5_2" target="_blank" >https://link.springer.com/chapter/10.1007/978-981-13-2182-5_2</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-981-13-2182-5_2" target="_blank" >10.1007/978-981-13-2182-5_2</a>

Result language
angličtina
Original language name
On Static Control of the Differential Evolution
Original language description
In this article, we review how to capture the swarm and evolutionary algorithm dynamic into a network, and we show how we can cover the dynamical network into a coupled map lattices. The main part of this article focuses on the control of the algorithm via the coupled map lattices. Mainly, we concentrate on the statical control and the differential evolution algorithm. In the experimental part, we show that we can successfully lower or raise the control property. All the experiments are done on well-known CEC 2015 benchmark functions.
Czech name
—
Czech description
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Type
C - Chapter in a specialist book
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project
<a href="/en/project/GA15-06700S" target="_blank" >GA15-06700S: Unconventional Control of Complex Systems</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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