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cs.NE2012
Elitism Levels Traverse Mechanism For The Derivation of Upper Bounds on Unimodal Functions
Aram Ter-Sarkisov
In this article we present an Elitism Levels Traverse Mechanism that we designed to find bounds on population-based Evolutionary algorithms solving unimodal functions. We prove its…
cs.NE2012
Derivation of Upper Bounds on Optimization Time of Population-Based Evolutionary Algorithm on a Function with Fitness Plateaus Using Elitism Levels Traverse Mechanism
Aram Ter-Sarkisov, Stephen Marsland
In this article a tool for the analysis of population-based EAs is used to derive asymptotic upper bounds on the optimization time of the algorithm solving Royal Roads problem, a t…