Large-scale Optimization Viola Eckelt Clark Atlanta University
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Clark Atlanta University
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Large-scale Optimization Viola Eckelt Clark Atlanta UniversityDecomposition 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 of input output balance, aggregation methods are categorized. The issues of loss of accuracy, recovery of original variables (disaggregation), and compatibility conditions are analyzed in detail. The
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