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Large-Scale Optimization - Problems and Methods Book

Large-Scale Optimization - Problems and Methods
Large-Scale Optimization - Problems and Methods, , Large-Scale Optimization - Problems and Methods has a rating of 2.5 stars
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Large-Scale Optimization - Problems and Methods, , Large-Scale Optimization - Problems and Methods
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  • Large-Scale Optimization - Problems and Methods
  • Written by author Vladimir Tsurkov
  • Published by Springer-Verlag New York, LLC, December 2007
  • Decomposition methods aim to reduce large-scale problems to simpler problems. This monograph presents selected aspects of the dimension-reduction problem. Exact and approximate aggregations of multidimensional systems are developed and from a known model
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Preface
Ch. 1Exact and Approximate Aggregation1
1Basic Approaches2
2Aggregates in Optimization Problems21
3Aggregation in Dynamic Problems35
4Macrovariables in Optimization Problems with Variable Parameters58
Ch. 2Iterative Aggregation77
1Basic Constructions of the Method77
2Aggregates in a Coordinating Problem85
3Extension to Systems with Cross Connections106
Ch. 3Introduction to Block Integer Programming129
1Block-Type Integer Optimization Models130
2Basic Decomposition Approaches in Block Integer Programming149
3Combined Methods of Decomposition203
Ch. 4Block Problems with a Special Condition for Coupling Variables263
1The Basic Model263
2Two-Level Decomposition279
Index301


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