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Analysis of the Strategies in Heuristic Techniques for Solving Constrained Optimisation Problems
Ahmad Rezaee Jordehi 1 , Nouradin Hashemi 1 , Hamid Nilsaz Dezfouli2
1Department of Electrical Engineering, University Putra Malaysia
2Department of mathematics, Mahshahr Branch, Islamic Azad University, Mahshahr, Iran
Abstract: Many real-world optimisation problems are constrained. Solving such problems is somehow challenging for optimisation techniques. Among various optimisation techniques, heuristics have demonstrated more efficiency in tackling constrained problems. In this paper, different strategies in heuristics for handling constrained optimisation problems are analyzed in details and the advantages and disadvantages of each strategy is discussed. The paper can provide a broad view to researchers in related area and help them to recognize the best constraint handling strategy for their certain problem.
[Jordehi AR, Hashemi N, Nilsaz Dezfouli H. Analysis of the Strategies in Heuristic Techniques for Solving Constrained Optimisation Problems. J Am Sci 2012;8(10):345-350]. (ISSN: 1545-1003).http://www.jofamericanscience.org. 51
Keywords: optimisation; heuristics; constraint handling; classic optimisation techniques. Full Text 51