How to select a small set of diverse solutions to mixed integer programming problems

Operations Research Letters(2009)

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摘要
Given an oracle that generates a large number of solutions to mixed integer programs, we present exact and heuristic approaches to select a small subset of solutions that maximizes solution diversity. We obtain good results on binary variables, but report scaling problems when considering general integer and continuous variables.
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maximizes solution diversity,diverse solution,mixed integer program,small set,multiple solutions,continuous variable,general integer,heuristic approach,binary variable,integer programming,mixed integer programming problem,mip,solution diversity,solution variety,large number,small subset,good result
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