IEEE Transactions on Industrial Electronics · 1996 · 1.1K citations · 77 references
ArchitectureComputational EngineeringIndustrial EngineeringDesign AutomationDesign OptimizationOptimizationEvolutionary ComputationEvolutionary OptimizationGenetic AlgorithmsHeuristic OptimizationOptimization-based DesignPopulation-based SearchEvolutionary AlgorithmsGenetic Algorithm Based DesignGenetic Algorithm OptimizationGenetic Algorithms For DesignGenetic Algorithms For SearchPopulation Based Design OptimizationTool Design
This paper introduces genetic algorithms (GA) as a complete entity, in which knowledge of this emerging technology can be integrated together to form the framework of a design tool for industrial engineers. An attempt has also been made to explain "why" and "when" GA should be used as an optimization tool.
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Genetic algorithms in search, optimization, and machine learning
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