Optimisation in signal and image processing

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 M...

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Detalles Bibliográficos
Autor principal: Siarry, Patrick
Lenguaje:eng
Publicado: Wiley-ISTE 2010
Materias:
Engineering
Acceso en línea:http://cds.cern.ch/record/1609842
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author Siarry, Patrick
author_facet Siarry, Patrick
author_sort Siarry, Patrick
collection CERN
description 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).
id cern-1609842
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2010
publisher Wiley-ISTE
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spelling cern-16098422021-04-21T22:15:53Zhttp://cds.cern.ch/record/1609842engSiarry, PatrickOptimisation in signal and image processingEngineeringThis 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).Wiley-ISTEoai:cds.cern.ch:16098422010
spellingShingle Engineering
Siarry, Patrick
Optimisation in signal and image processing
title Optimisation in signal and image processing
title_full Optimisation in signal and image processing
title_fullStr Optimisation in signal and image processing
title_full_unstemmed Optimisation in signal and image processing
title_short Optimisation in signal and image processing
title_sort optimisation in signal and image processing
topic Engineering
url http://cds.cern.ch/record/1609842
work_keys_str_mv AT siarrypatrick optimisationinsignalandimageprocessing

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