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).
O autorze
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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Język Angielski ● Format EPUB ● Strony 352 ● ISBN 9781118623671 ● Rozmiar pliku 8.3 MB ● Redaktor Patrick Siarry ● Wydawca John Wiley & Sons ● Opublikowany 2013 ● Ydanie 1 ● Do pobrania 24 miesięcy ● Waluta EUR ● ID 2642145 ● Ochrona przed kopiowaniem Adobe DRM
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