International Journal of Systems Science · 1992 · 21 citations · 7 references
EngineeringSystems EngineeringDesign OptimizationEvolutionary DesignOptimizationControl System DesignControl SystemsControl TheoryFeedback ControlGenetic AlgorithmsMultivariable ControlControl AlgorithmsEvolutionary AlgorithmsGenetic Algorithm Based DesignGenetic Algorithm OptimizationGenetic Algorithms For DesignLinear Control SystemsMultivariable Feedback ControlPopulation Based Design Optimization
In the design of linear multivariable feedback control systems, performance specifications can frequently be met by assigning appropriate closed-loop eigenstructure. However, although various powerful algorithms for the solution of this problem of eigenstructure assignment have been proposed over the years, no universally applicable and computationally stable methodology has yet emerged. These difficulties motivate the use of genetic algorithms in the solution of the fundamental problem of eigenstructure assignment.
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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 · 10.1K citations
Genetic tuning of digital PID controllers
B. Porter, A.H. Jones · Electronics Letters · 1992 · 165 citations