Journal of Mechanical Design · 1998 · 80 citations · 6 references
ArchitectureMechanical EngineeringDesign OptimizationMechanical DesignOptimizationEvolutionary OptimizationGenetic AlgorithmsMechanical System DesignOptimization In MechanicsOptimization-based DesignEvolutionary AlgorithmsGenetic Algorithm Based DesignGenetic Algorithm OptimizationGenetic Algorithms For Design
A flexible algorithm for solving nonlinear engineering design optimization problems involving zero-one, discrete, and continuous variables is presented. The algorithm restricts its search only to the permissible values of the variables, thereby reducing the search effort in converging near the optimum solution. The efficiency and ease of application of the proposed method is demonstrated by solving four different mechanical design problems chosen from the optimization literature. These results are encouraging and suggest the use of the technique to other more complex engineering design problems.
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Messy genetic algorithms: motivation, analysis, and first results
David E. Goldberg, Bradley Korb, Kalyanmoy Deb · Complex Systems · 1989 · 1.1K citations
Computing, Genetics, Algorithms +11