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May, 2022
递归迭代问题中的分支学习方法预测与优化
Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize
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Xinyi Hu, Jasper C. H. Lee, Jimmy H. M. Lee, Allen Z. Zhong
TL;DR
本文提出了Branch & Learn框架,用于通过构造递归算法来直接建立相应的学习算法并解决包含未知参数的优化问题。经过广泛的实验,我们的提议表现优于经典方法和现有技术。
Abstract
This paper proposes
branch & learn
, a framework for Predict+Optimize to tackle
optimization problems
containing parameters that are unknown at the time of solving. Given an optimization problem solvable by a
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