| Author: | ISBN: | 9781118623671 | |
| Publisher: | Wiley | Publication: | March 1, 2013 |
| Imprint: | Wiley-ISTE | Language: | English |
| Author: | |
| ISBN: | 9781118623671 |
| Publisher: | Wiley |
| Publication: | March 1, 2013 |
| Imprint: | Wiley-ISTE |
| Language: | English |
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).
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).
