Analysis of t
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
