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Remarks on Invariant Method of the Second-Order Linear Differential Equations with Variable Coefficients Read chapter Read first chapter

2013 | OriginalPaper | Chapter

A Comparative Study of State Transition Algorithm with Harmony Search and Artificial Bee Colony

Authors : Xiaojun Zhou, David Yang Gao, Chunhua Yang

Published in: Proceedings of The Eighth International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA), 2013

Publisher: Springer Berlin Heidelberg

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Abstract

We focus on a comparative study of three recently developed nature-inspired optimization algorithms, including state transition algorithm, harmony search and artificial bee colony. Their core mechanisms are introduced and their similarities and differences are described. Then, a suit of 27 well-known benchmark problems are used to investigate the performance of these algorithms and finally we discuss their general applicability with respect to the structure of optimization problems.

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Literature
1.
Geem ZW, Kim JH, Loganathan GV (2001) A new heuristic optimization algorithm: harmony search. Simulation 76(2):60–68CrossRef
2.
Lee KS, Geem ZW (2005) A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice. Comput Methods Appl Mech Eng 194:3902–3933CrossRefMATH
3.
Yang XS (2009) Harmony search as a metaheuristic algorithm. In: Music-inspired harmony search algorithm: theory and application. Springer, pp 1–14
4.
Karaboga D, Basturk B (2007) A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm. J Glob Optim 39:459–471MathSciNetCrossRefMATH
5.
Karaboga D, Akay B (2009) A comparative study of artificial bee colony algorithm. Appl Math Comput 214:108–132MathSciNetMATH
6.
Zhou XJ, Yang CH, Gui WH (2011) Initial version of state transition algorithm. In: 2nd international conference on digital manufacturing and automation (ICDMA), pp 644–647
7.
Zhou XJ, Yang CH, Gui WH (2011) A new transformation into state transition algorithm for finding the global minimum. In: 2nd international conference on intelligent control and information processing (ICICIP), pp 674–678
8.
9.
Yang CH, Tang XL, Zhou XJ, Gui WH State transition algorithm for traveling salesman problem. To be published in the 31st Chinese control conference, arXiv: 1206.0329
10.
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Metadata
Title
A Comparative Study of State Transition Algorithm with Harmony Search and Artificial Bee Colony
Authors
Xiaojun Zhou
David Yang Gao
Chunhua Yang
Copyright Year
2013
Publisher
Springer Berlin Heidelberg
Book
Proceedings of The Eighth International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA), 2013

Print ISBN: 978-3-642-37501-9

Electronic ISBN: 978-3-642-37502-6

Copyright Year: 2013

DOI
https://doi.org/10.1007/978-3-642-37502-6_78

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