Application to Winner Determination Problems in Combinatorial Auctions
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The crucial idea behind DE is the scheme of generating mutant vectors using the weighted difference of other vectors randomly chosen from the population. This mutation operation relies on arithmetic operations (add, subtract, multiply, etc.) rather than general data manipulation operations (sort, swap, permute, etc.). It cannot be directly extended to the discrete combinatorial space.