Learning Combinatorial Optimization Algorithms over Graphs — mentioned by _raoulcousins

Mon, 25 Jun 2018 21:55:36 GMT

Absolutely. People are using ML for plenty of difficult problems. In operations research, a lot of time is spent coming up with heuristic solutions to hard optimization problems. This problem is plenty hard for people to do. There has been some recent work in using ML to create solution methods, like the paper Learning Combinatorial Optimization Algorithms over Graphs (https://arxiv.org/abs/1704.01665).

Paper and discussion history. A mention is not an endorsement.

Learning Combinatorial Optimization Algorithms over Graphs — HN submission

Thu, 07 Dec 2017 14:48:02 GMT

Learning Combinatorial Optimization Algorithms Over Graphs

88 points; 1 discussion reply on HN. Paper and source history. A submission is not an endorsement.

Learning Combinatorial Optimization Algorithms over Graphs · HackerPapers discussions

Learning Combinatorial Optimization Algorithms over Graphs — mentioned by _raoulcousins

Learning Combinatorial Optimization Algorithms over Graphs — HN submission