ENGLISH

Robust Control Systems with Genetic Algorithms

By dos S. Coelho , Leandro; Fleming , Peter J.; Jamshidi , Mo; Krohling , Renato A

Book information

Publisher
CRC Press
Year
2002
ISBN
978-1-4200-5834-5, 1420058347
Language
english
Format
PDF
Filesize
15 MB (15568358 bytes)
Series
CRC Press control series
Pages
220\220
Time added
2015-07-19 05:00:00
Автоматизация;Теория автоматического управления (Т

Description

GENETIC ALGORITHMS Introduction to Genetic AlgorithmsTerms and Definitions RepresentationFitness FunctionGenetic OperatorsGenetic Algorithms for OptimizationGenetic ProgrammingConclusionsReferencesOPTIMAL ROBUST CONTROLIntroduction to the Control TheoryNorms of Signals and FunctionsDescription of Model UncertaintyRobust Stability and Disturbance RejectionController DesignOptimizationConclusionsReferencesMETHODS FOR CONTROLLER DESIGN USING GENETIC ALGORITHMSIntroduction to Controller Design Using GeneticAlgorithmsDesign of Optimal Robust Controller withFixed-StructureDesign of Optimal Disturban. Read more... Abstract: Links genetic algorithms (GAs) and the design of robust control systems. Laying a foundation in the basics of GAs and genetic programming, this work demonstrates the power of these tools for developing optimal robust controllers for linear control systems, optimal disturbance rejection controllers, and predictive and variable structure control. Read more...

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