Markov Chain Analyses of Random Local Search and Evolutionary Algorithm

Theoretical studies of evolutionary algorithms (EAs) have been developed by researchers whose main interests are convergence properties of algorithms. In this paper, we report the computational complexity of an algorithm that is a variant of (1+1) EA, called Random Local Search (RLS). While a standa...

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Bibliographic Details
Main Authors: Hiroshi Furutani, Hiroki Tagami, Makoto Sakamoto, Yifei Du
Format: Article
Language:English
Published: Atlantis Press 2014-12-01
Series:Journal of Robotics, Networking and Artificial Life (JRNAL)
Subjects:
Online Access:https://www.atlantis-press.com/article/14958.pdf