Optimisation in Signal and Image Processing (Hardcover)
Patrick Siarry
- 出版商: Wiley-ISTE
- 出版日期: 2009-10-12
- 定價: $6,200
- 售價: 5.0 折 $3,100
- 語言: 英文
- 頁數: 352
- 裝訂: Hardcover
- ISBN: 1848210442
- ISBN-13: 9781848210448
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商品描述
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).