Amended harmony search algorithm with perturbation strategy for large-scale system reliability problems

Ouyang, H, Gao, L and Li, S 2018, 'Amended harmony search algorithm with perturbation strategy for large-scale system reliability problems', Applied Intelligence, vol. 48, no. 11, pp. 3863-3888.


Document type: Journal Article
Collection: Journal Articles

Title Amended harmony search algorithm with perturbation strategy for large-scale system reliability problems
Author(s) Ouyang, H
Gao, L
Li, S
Year 2018
Journal name Applied Intelligence
Volume number 48
Issue number 11
Start page 3863
End page 3888
Total pages 26
Publisher Springer
Abstract Large-scale system reliability problem is a nonconvex integer nonlinear programming problem, traditional mathematical programming methods have computation limits and can not optimize an effective solution in a reasonable time. This paper employed an amended harmony search algorithm(AHS) to solve large-scale system reliability problems. In AHS, perturbation strategy, key parameter adjustment and global dimension selection strategy are designed to balance the capability of exploitation and exploration. A comprehensive comparison is carried out to assess the search efficiency and convergence performance of AHS. Function test and large-scale system reliability case results show that AHS is superior to many previously reported well-known and excellent algorithms.
Subject Decision Support and Group Support Systems
Keyword(s) Convergence rate
Harmony search algorithm
Large-scale system reliability problems
Robustness
DOI - identifier 10.1007/s10489-018-1175-5
Copyright notice © 2018, Springer Science+Business Media, LLC, part of Springer Nature.
ISSN 0924-669X
Versions
Version Filter Type
Citation counts: TR Web of Science Citation Count  Cited 0 times in Thomson Reuters Web of Science Article
Scopus Citation Count Cited 0 times in Scopus Article
Altmetric details:
Access Statistics: 5 Abstract Views  -  Detailed Statistics
Created: Mon, 29 Apr 2019, 13:04:00 EST by Catalyst Administrator
© 2014 RMIT Research Repository • Powered by Fez SoftwareContact us