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This book is a delight for academics, researchers and professionals
working in evolutionary and swarm computing, computational
intelligence, machine learning and engineering design, as well as
search and optimization in general. It provides an introduction to
the design and development of a number of popular and recent swarm
and evolutionary algorithms with a focus on their applications in
engineering problems in diverse domains. The topics discussed
include particle swarm optimization, the artificial bee colony
algorithm, Spider Monkey optimization algorithm, genetic
algorithms, constrained multi-objective evolutionary algorithms,
genetic programming, and evolutionary fuzzy systems. A friendly and
informative treatment of the topics makes this book an ideal
reference for beginners and those with experience alike.
This book constitutes the thoroughly refereed proceedings of the AFFS International Conference on Fuzzy Systems, AFFS 2002, held in Calcutta, India, in Feburary 2002. The book presents 74 papers from 19 different countries selected out of approximately twice as many submissions. Among the topics addressed are fuzzy systems, soft computing, neural networks, pattern recognition, image processing, evolutionary computation, and data mining.
This book is a delight for academics, researchers and professionals
working in evolutionary and swarm computing, computational
intelligence, machine learning and engineering design, as well as
search and optimization in general. It provides an introduction to
the design and development of a number of popular and recent swarm
and evolutionary algorithms with a focus on their applications in
engineering problems in diverse domains. The topics discussed
include particle swarm optimization, the artificial bee colony
algorithm, Spider Monkey optimization algorithm, genetic
algorithms, constrained multi-objective evolutionary algorithms,
genetic programming, and evolutionary fuzzy systems. A friendly and
informative treatment of the topics makes this book an ideal
reference for beginners and those with experience alike.
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