Ant algorithm for single and multiobjective reliability optimization problems

Ant algorithm for single and multiobjective reliability optimization problems

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Article ID: iaor20031354
Country: United Kingdom
Volume: 18
Issue: 6
Start Page Number: 497
End Page Number: 514
Publication Date: Aug 2002
Journal: Quality and Reliability Engineering International
Authors: , ,
Keywords: ant system
Abstract:

The paper illustrates the application of the ant colony optimization algorithm to solve both continuous function and combinatorial optimization problems in reliability engineering. The ant algorithm is combined with the strength Pareto fitness assignment procedure to handle multiobjective problems. Further, a clustering procedure has been applied to prune the Pareto set and to maintain diversity. Benchmark case examples show the superiority of the ant algorithm for such problems.

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