| 书目名称 | Genetic Algorithms | | 副标题 | Concepts and Designs | | 编辑 | K. F. Man,K. S. Tang,S. Kwong | | 视频video | | | 概述 | Gives the reader a complete overview of the latest discussions in the application of genetic algorithms to solve engineering problems.Real-world applications engage the reader with the complexities of | | 丛书名称 | Advanced Textbooks in Control and Signal Processing | | 图书封面 |  | | 描述 | Genetic Algorithms (GA) as a tool for a search and optimizing methodology has now reached a mature stage. It has found many useful applications in both the scientific and engineering arenas. The main reason for this success is undoubtedly due to the advances that have been made in solid-state microelectronics fabrication that have, in turn, led to the proliferation of widely available, low cost, and speedy computers. The GA works on the Darwinian principle of natural selection for which the noted English philosopher, Herbert Spencer coined the phrase "Survival of the fittest". As a numerical optimizer, the solutions obtained by the GA are not mathematically oriented. Instead, GA possesses an intrinsic flexibility and the freedom to choose desirable optima according to design specifications. Whether the criteria of concern be nonlinear, constrained, discrete, multimodal, or NP hard, the GA is entirely equal to the challenge. In fact, because of the uniqueness of the evolutionary process and the gene structure of a chromosome, the GA processing mechanism can take the form ofparallelism and multiobjective. These provide an extra dimension for solutions where other techniques may have | | 出版日期 | Textbook 1999 | | 关键词 | Text; algorithms; development; fuzzy; hidden markov model; logic; model; multi-objective optimization; optim | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4471-0577-0 | | isbn_softcover | 978-1-85233-072-9 | | isbn_ebook | 978-1-4471-0577-0Series ISSN 1439-2232 Series E-ISSN 2510-3814 | | issn_series | 1439-2232 | | copyright | Springer-Verlag London 1999 |
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发表于 2025-3-21 18:53:32
