Evolutionary computation (EC) techniques are e?cient nature-inspired pl- ning and optimization methods based on the principles of natural evolution and genetics. Due to their e?ciency and the simple underlying principles, these methods can be used for a large number of problems in the context of problem solving, optimization, andmachinelearning. Alargeandcontinuouslyincreasing number of researchers and practitioners make use of EC techniques in many – plication domains. The book at hand presents a careful selection of relevant EC applications combined with thorough examinations of techniques for a successful application of EC. The presented papers illustrate the current state of the art in the application of EC and should help and inspire researchers and practitioners to develop e?cient EC methods for design and problem solving. All papers in this book were presented during Evo Workshops 2005, which was a varying collection of workshops on application-oriented aspects of EC. Since 1999, the format of the Evo Workshops has proved to be very successful and well representative of the advances in the application of EC. Consequently, over the last few years, Evo Workshops has become one of the major events addressing the application of EC. In contrast to other large conferences in the EC ?eld, the Evo Workshops focus solely on application aspects of EC and are an important link between EC research and the application of EC in a large variety of di?erent domains.
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语言 英语 ● 格式 PDF ● ISBN 9783540320036 ● 编辑 Jurgen Branke & Stefano Cagnoni ● 出版者 Springer Berlin Heidelberg ● 发布时间 2005 ● 下载 3 时 ● 货币 EUR ● ID 6375933 ● 复制保护 Adobe DRM
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