IEE Proceedings - Generation Transmission and Distribution · 1996 · 46 citations · 7 references
ArchitectureSystems EngineeringDesign OptimizationOptimizationProcess ControlControl TheoryController DesignEvolutionary ComputationEvolutionary OptimizationGenetic AlgorithmsParameter OptimizationControl AlgorithmsGenetic Algorithm Based DesignGenetic Algorithm OptimizationGenetic Algorithm Parameter TuningGenetic Algorithms For DesignParameter ControlPopulation Based Design OptimizationStatic Var Compensation
Usually, it is difficult to use current methods to design a controller with combined continuous and discrete actions. The paper presents a novel approach to solving this problem, i.e. transforming the controller design problem into an optimisation problem and then searching the optimal (or suboptimal) controller parameters by a genetic algorithm. This new approach has been applied to the controller design of a static VAR compensator (SVC) with satisfactory results, which show that the new approach is simple yet powerful.
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Genetic algorithms in search, optimization, and machine learning
Choice Reviews Online · 1989 · 49.3K citations
Outline for a Logical Theory of Adaptive Systems
John H. Holland · Journal of the ACM · 1962 · 1.1K citations · Full text