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In this paper, we shall decompose the large-scale goal programming model with couple-block diagnal structure into several subproblems. We will also propose the definition of deviation sets. Relations of optimal solution between sub-problems and the large-scale problem will be discussed. The existence of optimal solution for large-scale goal programming will be considered.
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