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Benchmarks are essential tools for the optimizer's development. Using them, we can check for what kind of problems a given optimizer is effective or not. Since the objective of the Evolutionary Computation field is to support the tools to solve hard,
Externí odkaz:
http://arxiv.org/abs/2406.01215
Autor:
Przewozniczek, Michal W, Komarnicki, Marcin M, Bosman, P.A.N., Thierens, Dirk, Frej, Bartosz, Luong, Ngoc Hoang, Chicano, Francisco, Krawiec, Krzysztof, Sub Intelligent Systems, Intelligent Systems
Publikováno v:
GECCO '21. Association for Computing Machinery
GECCO '21
GECCO Companion
GECCO '21
GECCO Companion
Linkage learning techniques are employed to discover dependencies between problem variables. This knowledge can then be leveraged in an Evolutionary Algorithm (EA) to improve the optimization process. Of particular interest is the Gene-pool Optimal M
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0e621ff5ad403316aff856597167d0b0
https://doi.org/10.1145/3449726.3463152
https://doi.org/10.1145/3449726.3463152