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Robust Control Systems with Genetic Algorithms

Robust Control Systems with Genetic Algorithms

Leandro dos S. Coelho / Mo Jamshidi / Renato A. Krohling

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Editorial:
Taylor & Francis Ltd
Año de edición:
2002
Materia
Ciencias de la computación
ISBN:
9780849312519

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This text links genetic algorithms (GAs) and the design of robust control systems. After laying a foundation in the basics of GAs and genetic programming, it 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. It also explores the use of hybrid approaches that incorporate fuzzy logic into designs for intelligent control systems. The authors consider a variety of applications, such as robotic manipulators, flexible links, and jet engines, and illustrate a multi-objective GA approach using a case study.

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  • Robust Control Systems with Genetic Algorithms
    Leandro dos S. Coelho / Mo Jamshidi / Renato A. Krohling
    This text links genetic algorithms (GAs) and the design of robust control systems. After laying a foundation in the basics of GAs and genetic programming, it 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. It also explores the use...
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