Titlebook: Integration of Constraint Programming, Artificial Intelligence, and Operations Research; 15th International C Willem-Jan van Hoeve Conferen

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Learning Heuristics for the TSP by Policy Gradient,roposed framework alone is generally as good as high performance heuristics (OR-Tools). When the framework is equipped with a simple 2-opt procedure, it could outperform such heuristics and achieve close to optimal results on 2D Euclidean graphs. This demonstrates that our approach based on machine

NAG

Model Agnostic Solution of CSPs via Deep Learning: A Preliminary Study,l declarative model. This research line is still at an early stage, and a number of complex issues remain open. Nevertheless, we already have intriguing results on the classical Partial Latin Square and N-Queen completion problems.

实现

LIMN

Lecture Notes in Computer Sciencehttp://image.papertrans.cn/i/image/468836.jpg

Essential

978-3-319-93030-5Springer International Publishing AG, part of Springer Nature 2018

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https://doi.org/10.1007/978-3-319-93031-2approximation algorithms; artificial intelligence; combinatorial mathematics; combinatorial optimizatio

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