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Measuring successful, failed and deceptive exploration of evolutionary algorithms based on attraction basins
Miha Ravber, Jernej Jerebic, Matej Črepinšek, Luka Mernik, Stephen Chen, Marjan Mernik
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Oznake: evolucijski algoritmi;eksporacija;eksploitacija;evolutionary algorithm;exploration and exploitation;attraction basin;successful;failed;deceptive exploration;successful rejection;
This paper introduces a novel direct measure of exploration and exploitation in Evolutionary Algorithms, based on attraction basins—regions of the search space with an attractor toward which neighboring solutions tend to evolve. Each solution can be associated with a particular attraction basin. If ...
Leto: 2026 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
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