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).
| ISBN: | 9781848210448 |
| Publication date: | 10th July 2009 |
| Author: | Patrick Siarry |
| Publisher: | ISTE Ltd and John Wiley & Sons Inc |
| Format: | Hardback |
| Pagination: | 352 pages |
| Genres: |
Digital signal processing (DSP) |