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Stochastic optimization

This book addresses stochastic optimization procedures in a broad manner. The first part offers an overview of relevant optimization philosophies; the second deals with benchmark problems in depth, by applying a selection of optimization procedures. Written primarily with scientists and students fro...

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Detalles Bibliográficos
Autores principales: Schneider, Johannes J, Kirkpatrick, Scott
Lenguaje:eng
Publicado: Springer 2007
Materias:
Acceso en línea:http://cds.cern.ch/record/1986588
Descripción
Sumario:This book addresses stochastic optimization procedures in a broad manner. The first part offers an overview of relevant optimization philosophies; the second deals with benchmark problems in depth, by applying a selection of optimization procedures. Written primarily with scientists and students from the physical and engineering sciences in mind, this book addresses a larger community of all who wish to learn about stochastic optimization techniques and how to use them.