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A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems.

Published in IEEE transactions on cybernetics • Jul 4, 2022
Authors:
Tian Y
,
Lu C
,
Zhang X

Abstract

In real-world applications, there exist a lot of multiobjective optimization problems whose Pareto-optimal solutions are sparse, that is, most variables of these solutions are 0. Generally, many sparse multiobjective optimization problems (SMOPs) contain a large number of variables, which pose grand...

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