IEE Proceedings - Generation Transmission and Distribution · 2006 · 40 citations · 19 references
ArchitectureElectrical EngineeringDesign OptimizationOptimizationSimulation-based DesignEvolutionary ComputationEvolutionary OptimizationGenetic AlgorithmsGenetic ProgrammingPower Grid AnalysisEvolutionary AlgorithmsEvolutionary SearchLévy MeasurePower Flow AnalysisPower Network OptimizationPower System OptimizationReactive Power Control
Some recently developed evolutionary programming (EP) techniques for the optimal reactive power flow (ORPF) problem are investigated. By comparing the performances of four control schemes of the strategy parameter (CSSPs), two principles for designing effective CSSPs are identified and are further used to develop two improved CSSPs. The effectiveness of the Lévy distribution based technique of adaptive fast EP is also studied. The investigations are conducted with simulations on the ORPF problems of the IEEE 14-, 30- and 118-bus standard test systems.
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Evolutionary programming made faster
Xin Yao, Yong Liu, Guangming Lin · IEEE Transactions on Evolutionary Computation · 1999 · 3.9K citations