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An effective global harmony search algorithm for reliability problems

journal contribution
posted on 2024-11-01, 12:26 authored by Dexuan Zou, Liqun Gao, Steven LiSteven Li, Jianhua Wu
This paper proposes an effective global harmony search algorithm (EGHS) to solve two kinds of reliability problems: the complex (bridge) system optimization problem and the reliability-redundancy optimization problem of the overspeed protection system for a gas turbine. In general, the two problems are formulated as mixed-integer nonlinear programming problems with several constraints. The EGHS combines harmony search algorithm (HS) with concepts from the swarm intelligence of particle swarm optimization algorithm (PSO) to solve optimization problems. The proposed algorithm has been applied to two typical problems with results better than previously reported. The results have demonstrated that the EGHS has strong convergence and capacity of space exploration on solving reliability optimization problems.

History

Related Materials

  1. 1.
    DOI - Is published in 10.1016/j.eswa.2010.09.120
  2. 2.
    ISSN - Is published in 09574174

Journal

Expert Systems with Applications

Volume

38

Issue

4

Start page

4642

End page

4648

Total pages

7

Publisher

Pergamon

Place published

United Kingdom

Language

English

Copyright

© 2010 Elsevier Ltd

Former Identifier

2006032499

Esploro creation date

2020-06-22

Fedora creation date

2012-05-25