Visual Guide on F and CR Parameters Influence on Differential Evolution Solution Quality

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F18%3APU129797" target="_blank" >RIV/00216305:26210/18:PU129797 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.21495/91-8-141" target="_blank" >http://dx.doi.org/10.21495/91-8-141</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.21495/91-8-141" target="_blank" >10.21495/91-8-141</a>

Result language
angličtina
Original language name
Visual Guide on F and CR Parameters Influence on Differential Evolution Solution Quality
Original language description
Choice of configuration parameters of an evolutionary algorithm is not straightforward. This contribution studies impact of two Differential Evolution configuration parameters - the mutation factor $F$ and the crossover rate $CR$ - on the actual solution quality the optimisation process can yield. A subset of visual maps displaying this relationship for ten variants of Differential Evolution benchmarked on six standard test functions is presented.
Czech name
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Czech description
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Project
<a href="/en/project/EF16_019%2F0000826" target="_blank" >EF16_019/0000826: Center of Advanced Aerospace Technology</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>O - Projekt operacniho programu

Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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