Genetic Algorithms in Engineering Systems

Herausgeber: Zalzala, A M S; Fleming, Peter

• Gebundenes Buch

Produktbeschreibung

This book comprises ten invited expert contributions on the theory and applications of genetic algorithms in a variety of engineering systems. In addition to addressing the simple formulation of GAs, the chapters include original material on the design of evolutionary algorithms for particular engineering applications.

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Produktdetails

• Verlag: Institution of Engineering & Technology
• Seitenzahl: 280
• Erscheinungstermin: 30. Juni 1997
• Englisch
• Abmessung: 240mm x 161mm x 19mm
• Gewicht: 589g
• ISBN-13: 9780852969021
• ISBN-10: 0852969023
• Artikelnr.: 50909450

Autorenporträt

Ali Zalzala is a lecturer in control engineering at the University of Sheffield with particular interest in industrial automation. Through the Robotics Research Group, he manages an active programme on the advanced real-time control of intelligent systems. In addition to the development of industry-supported systems, research is carried out on the applications of soft computing techniques and distributed processing in robotics, manufacturing processes and prosthetic devices. His work is supported by grants from EPSRC, ESPRIT as well as industry. Over the last few years, he has published over 70 papers in journals and international conference proceedings.

Inhaltsangabe

Chapter 1: Introduction to genetic algorithms
Chapter 2: Levels of evolution for control systems
Chapter 3: Multiobjective genetic algorithms
Chapter 4: Constraint resolutions in genetic algorithms
Chapter 5: Towards the evolution of scaleable neural architectures
Chapter 6: Chaotic systems identifcation
Chapter 7: Job shop scheduling
Chapter 8: Evolutionary algorithms for robotic systems: principles and implemenations
Chapter 9: Aerodynamic inverse optimisation problems
Chapter 10: Genetic design of VLSI layouts