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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).
- Format: Inbunden
- ISBN: 9781848210448
- Språk: Engelska
- Antal sidor: 352
- Utgivningsdatum: 2009-07-10
- Förlag: ISTE Ltd and John Wiley & Sons Inc