This book describes the optimization methods most commonly encountered in signal and image processing: artificial evolution and Parisian approach; wavelets and fractals; information criteria; training and quadratic programming; Bayesian formalism; probabilistic modeling; Markovian approach; hidden Markov models; and metaheuristics (genetic algorithms, ant colony algorithms, cross-entropy, particle swarm optimization, estimation of distribution algorithms, and artificial immune systems).
关于作者
Patrick Siarry is a Professor of Automatics and Informatics at the University of Paris-Est Créteil, where he leads the Image and Signal Processing team in the Laboratoire Images, Signaux et Systèmes Intelligents – Li SSi.
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语言 英语 ● 格式 EPUB ● 网页 352 ● ISBN 9781118623671 ● 文件大小 8.3 MB ● 编辑 Patrick Siarry ● 出版者 John Wiley & Sons ● 发布时间 2013 ● 版 1 ● 下载 24 个月 ● 货币 EUR ● ID 2642145 ● 复制保护 Adobe DRM
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