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Titlebook: Stochastic Optimization; Algorithms and Appli Stanislav Uryasev,Panos M. Pardalos Book 2001 Springer Science+Business Media Dordrecht 2001

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Multialgorithms for Parallel Computing: A New Paradigm for Optimization, new two-parameter family of nonlinear conjugate gradient algorithms and a set of four standard test problems..The illustration provides a platform for a discussion of several major themes that arise in the study of multialgorithms in general.
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Hierarchical Sparsity in Multistage Stochastic Programs, tree-sparse KKT structure. Then we analyze how the block operations can be specialized to take advantage of problem-specific sparse substructures. Savings of memory and operations for a financial engineering application are discussed in detail.
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Book 2001ave been successfully used in a number ofareas such as energy and production planning, telecommunications, andtransportation. Recently, the practical experience gained instochastic programming has been expanded to a much larger spectrum ofapplications including financial modeling, risk management, a
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1384-6485 proaches have been successfully used in a number ofareas such as energy and production planning, telecommunications, andtransportation. Recently, the practical experience gained instochastic programming has been expanded to a much larger spectrum ofapplications including financial modeling, risk man
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