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Abstract: Many complex problems encountered in both production and daily life can be conceptualized as combinatorial optimization problems (COPs). Many ad-hoc deep learning methods have been proposed ...

Abstract: In this work, we aim to solve multitasking optimization problems (MTOPs) without using knowledge transfer or other delicate strategies. We adopt a simple genetic framework (i.e., mating ...