Optimisation in Signal and Image Processing (Hardcover)
Patrick Siarry
- 出版商: Wiley
- 出版日期: 2009-10-01
- 售價: $6,200
- 貴賓價: 9.5 折 $5,890
- 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).
商品描述(中文翻譯)
本書描述了在信號和影像處理中最常遇到的優化方法：人工演化和巴黎方法；小波和分形；信息準則；訓練和二次規劃；貝葉斯形式主義；概率建模；馬爾可夫方法；隱馬爾可夫模型；以及元啟發式方法（遺傳算法、螞蟻群算法、交叉熵、粒子群優化、分布估計算法和人工免疫系統）。
