Learning to optimize: a tutorial for continuous and mixed-integer optimization

DOI10.1007/s11425-023-2293-3MaRDI QIDQ6564763

Jialin Liu, Xiaohan Chen, Wotao Yin

Publication date: 1 July 2024

Published in: Science China. Mathematics (Search for Journal in Brave)

zbMATH Keywords

differentiable programminglearning to optimizeplug-and-play methodsalgorithm unrollingAI for mathematics (AI4Math)machine learning for combinatorial optimization (ML4CO)

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Convex programming (90C25) Mixed integer programming (90C11) Approximation methods and heuristics in mathematical programming (90C59)

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