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The series Advances in Industrial Control aims to report and
encourage technology transfer in control engineering. The rapid
development of control technology impacts all areas of the control
discipline. New theory, new controllers, actuators, sensors, new
industrial processes, computer methods, new applications, new
philosophies, . . . , new challenges. Much of this development work
resides in industrial reports, feasibility study papers and the
reports of advanced collaborative projects. The series offers an
opportunity for researchers to present an extended exposition of
such new work in all aspects of industrial control for wider and
rapid dissemination. The emerging technologies in control include
fuzzy logic, intelligent control, neural networks and hardware
developments like micro-electro-mechanical systems and autonomous
vehicles. This volume describes the biological background, basic
construction and application of the emerging technology of Genetic
Algorithms. Dr Kim Man and his colleagues have written a book which
is both a primer introducing the basic concepts and a research text
which describes some of the more advanced applications of the
genetic algorithmic method. The applications described are
especially useful since they indicate the power of the GA method in
solving a wide range of problems. These sections are also
instructive in showing how the mechanics of the GA solutions are
obtained thereby acting as a template for similar types of
problems. The volume is a very welcome contribution to the Advances
in Industrial Control Series. M. J. Grimble and M. A.
The practical application of Genetic Algorithms to the solution of engineering problems, is rapidly becoming an established approach in the fields of control and signal processing. This book provides comprehensive coverage of the techniques involved, describing the intrinsic characteristics, advantages and constraints of genetic algorithms, as well as discussing genetic operations such as crossover, mutation and reinsertion. In addition, the principle of multiobjective optimization and computing parallelism are discussed. These features are fully illustrated by real-world applications. Also described is a newly proposed and unique hierarchical genetic algorithm designed to address the problems in determining system topology. For added value, a 3.5" disk accompanies the book, that provides the reader with an interactive Genetic Algorithms demonstration programme.
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