Optimisation in Signal and Image Processing (Hardcover)

Patrick Siarry

  • 出版商: Wiley
  • 出版日期: 2009-10-01
  • 定價: $6,200
  • 售價: 9.5$5,890
  • 語言: 英文
  • 頁數: 352
  • 裝訂: Hardcover
  • ISBN: 1848210442
  • ISBN-13: 9781848210448
  • 立即出貨 (庫存 < 3)

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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)。