Treffer: The four-block model matching problem in l1 and infinite-dimensional linear programming
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The purpose of this work is fourfold. First the reader is introduced to the present state of the theory behind the solution of the general model matching problem inl1. This solution is based on the fact that the model matching problem can be recast as an infinite-dimensional linear programming problem. However, the transformation into linear programming form is highly nonunique, which leads to the second question of discussion, namely, how to find a «good» linear programming formulation. It is shown that the presently available formulations contain some redundancies that limit the applicability of the theory and lead to linear programming systems containing unnecessary degeneracies. The third object of this work is to study problems related to the computational complexity of two different approximation methods for the solution of the infinite-dimensional linear programming systems.