[request_ebook] Stochastic Optimization: Algorithms and Applications (Applied Optimization, Volume 54)
Author: Stanislav P. Uryasev , Panos M. Pardalos
ISBN: 978-0792369516
Pages: 448
Language: English
Publisher: Springer; 1 edition (May 16, 2001)
Category: Technical
Tag: Science/Engineering
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Description
Stochastic programming is the study of procedures for decision making under the presence of uncertainties and risks. Stochastic programming approaches have been successfully used in a number of areas such as energy and production planning, telecommunications, and transportation. Recently, the practical experience gained in stochastic programming has been expanded to a much larger spectrum of applications including financial modeling, risk management, and probabilistic risk analysis. Major topics in this volume include: (1) advances in theory and implementation of stochastic programming algorithms; (2) sensitivity analysis of stochastic systems; (3) stochastic programming applications and other related topics.
Audience: Researchers and academies working in optimization, computer modeling, operations research and financial engineering. The book is appropriate as supplementary reading in courses on optimization and financial engineering.
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