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Peter Kall and János Mayer are distinguished scholars and professors of Operations Research and their research interest is particularly devoted to the area of stochastic optimization. STOCHASTIC LINEAR PROGRAMMING: Models, Theory, and Computation is a definitive presentation and discussion of the theoretical properties of the models, the conceptual algorithmic approaches, and the computational issues relating to the implementation of these methods to solve problems that are stochastic in nature. The application area of stochastic programming includes portfolio analysis, financial optimization, energy problems, random yields in manufacturing, risk analysis, etc. In this book models in financial optimization and risk analysis are discussed as examples, including solution methods and their implementation. Stochastic programming is a fast developing area of optimization and mathematical programming. Numerous papers and conference volumes, and several monographs have been published in the area; however, the Kall & Mayer book will be particularly useful in presenting solution methods including their solid theoretical basis and their computational issues, based in many cases on implementations by the authors. The book is also suitable for advanced courses in stochastic optimization.
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Previews available in: English
Subjects
Stochastic processes, Linear programming, Programmation linéaire, Processus stochastiques, 31.80 applications of mathematics, Lineare Optimierung, Operations Research, Stochastik, Stochastische Optimierung, Lineaire programmering, Stochastische processen, Economie, Programació lineal, Processos estocàstics, Distribution (Probability theory), Engineering mathematics, Mathematical optimization, MathematicsEdition | Availability |
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Stochastic Linear Programming: Models, Theory, and Computation
2012, Springer
in English
1461427452 9781461427452
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Stochastic Linear Programming: Models, Theory, and Computation
2010, Springer London, Limited
in English
1441977295 9781441977298
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Stochastic Linear Programming: Models, Theory, and Computation
Nov 11, 2010, Springer
paperback
1441977309 9781441977304
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Stochastic linear programming: models, theory, and computation
2005, Springer
in English
0387233857 9780387233857
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Stochastic Linear Programming: Models, Theory, and Computation
2005, Springer London, Limited
in English
0387244409 9780387244402
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- Created February 25, 2022
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