Engineering Optimization · 1999 · 60 citations · 13 references
Natural SciencesComputational EngineeringMathematicsComputational Structural AnalysisDesign OptimizationOptimizationCombinatorial OptimizationEvolutionary ComputationEvolutionary OptimizationMetaheuristic OptimizationShape OptimizationStructural OptimizationMathematical Programming ModelsStructural Shape Optimization
The objective of this paper is to investigate the efficiency of combinatorial optimization methods and in particular algorithms based on evolution strategies, when incorporated into shape optimization problems. Evolution strategy algorithms are used either on a stand-alone basis, or combined with a conventional mathematical programming technique. The numerical tests presented demonstrate the computational advantages of the proposed approach which become more pronounced in large-scale optimization problems and/or parallel computing environment.
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Genetic algorithms in search, optimization, and machine learning
Choice Reviews Online · 1989 · 49.3K citations
Optimization by Simulated Annealing
Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations
Reuven R. Levary · European Journal of Operational Research · 1982 · 4.2K citations