Topics in Evolutinary Algorithms

Ke-Lin Du () and M. N. S. Swamy ()
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Ke-Lin Du: Xonlink Inc
M. N. S. Swamy: Concordia University, Department of Electrical and Computer Engineering

Chapter Chapter 8 in Search and Optimization by Metaheuristics, 2016, pp 121-152 from Springer

Abstract: Abstract This chapter continues to introduce topics on EAs. Convergence of EAs is first analyzed by using scheme theorem, building-block hypothesis, and then by using finite and infinite population models. Various parallel implementations of EAs are then described in detail. Some other associated topics including coevolution and fitness approximation are finally introduced.

Keywords: Cloud Computing; Single Instruction Multiple Data; Island Model; Cooperative Coevolution; Slave Processor (search for similar items in EconPapers)
Date: 2016
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-3-319-41192-7_8

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DOI: 10.1007/978-3-319-41192-7_8

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