2006 · 157 citations · 9 references
Natural SciencesComputational EngineeringCapacity PlanningDesign OptimizationOptimizationCombinatorial OptimizationDistributed Energy ResourcesDistribution Network PlanningDistribution NetworksGenetic AlgorithmsNetwork OptimizationDistributed GenerationDistribution Network ModelingDistribution PlanningDistribution Resource AllocationGenetic Algorithm OptimizationHybrid Genetic AlgorithmsOptimal AllocationOptimization Of Distribution Networks
This paper presents a new algorithm based on integrating the use of genetic algorithms and simulated annealing methods to optimal allocation of distributed generation resources in distribution networks. Through this algorithm a significant improvement in the optimization goal is achieved. With a numerical example the superiority of the proposed algorithm is demonstrated in comparison with the simple genetic algorithm
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Genetic algorithms in search, optimization, and machine learning
Choice Reviews Online · 1989 · 49.3K citations
D. E. Goldberg · Medical Entomology and Zoology · 1989 · 806 citations