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Oct, 2022
UNIFY: 一个统一的机器学习约束优化问题政策设计框架
UNIFY: a Unified Policy Designing Framework for Solving Constrained Optimization Problems with Machine Learning
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Mattia Silvestri, Allegra De Filippo, Michele Lombardi, Michela Milano
TL;DR
提出了UNIFY域,旨在统一机器学习(ML)和约束优化(CO)之间的相互作用,以解决复杂决策问题,并在两个具体实例中进行了有效性演示,同时指出了未来的研究方向
Abstract
The interplay between
machine learning
(ML) and
constrained optimization
(CO) has recently been the subject of increasing interest, leading to a new and prolific research area covering (e.g.)
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