TY - BOOK
T1 - Genetic algorithms : concepts and designs
AU - MAN, K. F.
AU - TANG, K. S.
AU - KWONG, S.
PY - 1999
Y1 - 1999
N2 - 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 generic 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.
AB - 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 generic 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.
U2 - 10.1007/978-1-4471-0577-0
DO - 10.1007/978-1-4471-0577-0
M3 - Book (Author)
SN - 9781852330729
T3 - Advanced textbooks in control and signal processing
BT - Genetic algorithms : concepts and designs
PB - Springer
ER -