May 2013
Intermediate to advanced
450 pages
13h 16m
English
book
Swarm Intelligence and Bio-Inspired Computation
by Xin-She Yang, Zhihua Cui, Renbin Xiao, Amir Hossein Gandomi, Mehmet Karamanoglu
Content preview from Swarm Intelligence and Bio-Inspired Computation
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8
Test Functions for Global Optimization
A Comprehensive Survey
Momin Jamil1, 2, Xin-She Yang3 and Hans-Jürgen Zepernick1, 1Blekinge Institute of Technology, Karlskrona, Sweden, 2Harman International, Harman/Becker Automotive Systems GmbH, Karlsbad, Germany, 3Department of Design Engineering and Mathematics, School of Science and Technology, Middlesex University, The Burroughs, London, UK
8.1 Introduction
In the field of evolutionary computation (EC), the reliability, efficiency, and validation of algorithms are frequently done by using common standard benchmark functions from literature. A common practice followed by many researches is to compare different algorithms on a large test set, especially when the test involves function optimization ...