IEEE Transactions on Systems Man and Cybernetics · 1991 · 240 citations · 14 references
ComputingComputer ScienceAlgorithmsOptimizationTransportCombinatorial OptimizationEvolutionary ComputationEvolutionary OptimizationGenetic AlgorithmsPopulation-based SearchTransportation ProblemsAdaptive Genetic AlgorithmsEvolutionary AlgorithmsEvolutionary SearchGenetic Algorithm OptimizationGenetic Algorithms For SearchPopulation-based OptimizationRepresentation In Evolutionary Algorithms
Genetic algorithms are adaptive procedures that find solutions to problems by an evolutionary process based on natural selection. The use of alternative genetic algorithms for solving the linear transportation problem is discussed. Using it as an example the relationship between representation structures and genetic operators is investigated for constrained problems, and the value of structures richer than bitstrings is demonstrated.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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D. E. Goldberg · Medical Entomology and Zoology · 1989 · 10.1K citations
Genetic Algorithms in Search, Optimization & Machine Learning
D. E. Goldberg · Medical Entomology and Zoology · 1989 · 2.3K citations
Operations Research: Applications and Algorithms
Eric R. Zieyel · Technometrics · 1988 · 361 citations