ENGLISH

Stochastic Optimization

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2006
ISBN
978-3-540-34559-6, 978-3-540-34560-2
DOI
10.1007/978-3-540-34560-2
Language
english
Format
PDF
Filesize
43 MB (45010843 bytes)
Series
Scientific Computation
Edition
1
Pages
568\550
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00

Description

The search for optimal solutions pervades our daily lives. From the scientific point of view, optimization procedures play an eminent role whenever exact solutions to a given problem are not at hand or a compromise has to be sought, e.g. to obtain a sufficiently accurate solution within a given amount of time. This book addresses stochastic optimization procedures in a broad manner, giving an overview of the most relevant optimization philosophies in the first part. The second part deals with benchmark problems in depth, by applying in sequence a selection of optimization procedures to them. While having primarily scientists and students from the physical and engineering sciences in mind, this book addresses the larger community of all those wishing to learn about stochastic optimization techniques and how to use them.

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