An Evaluative Study of Adaptive Control of Population Size in Differential Evolution

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F19%3AA2002001" target="_blank" >RIV/61988987:17310/19:A2002001 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-030-20912-4_39" target="_blank" >http://dx.doi.org/10.1007/978-3-030-20912-4_39</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-20912-4_39" target="_blank" >10.1007/978-3-030-20912-4_39</a>

Result language
angličtina
Original language name
An Evaluative Study of Adaptive Control of Population Size in Differential Evolution
Original language description
In this paper, a newly proposed setting of a diversity-based adaptive mechanism of population size setting in differential evolution (DE) is experimentally studied. Seven state-of-the-art adaptive DE variants and classic DE are used in the experiments where 22 real-world problems are solved. The obtained results are assessed by statistical tests. The diversity-based approach often performs substantially better compared with the original fixed population size setting or linearly decreasing population size. A newly proposed setting of the control parameter performs at least the same or better than the original setting.
Czech name
—
Czech description
—

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

Similar results(10)