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SURF: Steering the Scalarization Weight to Uniformly Traverse the Pareto Front

Jiang, Liuyuan et al.
arXiv (All) · Papers
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machine-learningoptimization-and-control
Scalarization is widely used in multi-objective optimization owing to its simplicity and scalability. In many applications, the goal is to generate solutions that represent diverse user preferences, ideally with uniform coverage of the Pareto front (PF). However, uniformly sampling scalarization wei
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