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Exploration and exploitation in evolutionary algorithms

✍ Scribed by Črepinšek, Matej; Liu, Shih-Hsi; Mernik, Marjan

Book ID
120817983
Publisher
Association for Computing Machinery
Year
2013
Tongue
English
Weight
214 KB
Volume
45
Category
Article
ISSN
0360-0300

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Exploration and exploitation in evolutio
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✍ Črepinšek, Matej; Liu, Shih-Hsi; Mernik, Marjan 📂 Article 📅 2013 🏛 Association for Computing Machinery 🌐 English ⚖ 214 KB

“Exploration and exploitation are the two cornerstones of problem solving by search.” For more than a decade, Eiben and Schippers' advocacy for balancing between these two antagonistic cornerstones still greatly influences the research directions of evolutionary algorithms (EAs) [1998]. This article