Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art

Mathematics

• Combinatorial Optimization 100%
• Learning 79%
• Combinatorial Optimization Problem 68%
• Graph in graph theory 40%
• Predict 22%
• Graph Embedding 21%
• Machine Learning 17%
• Beam Search 15%
• Electronic Commerce 12%
• Heuristic Search 10%
• Graph Representation 10%
• Partial 10%
• Bioinformatics 9%
• Social Networks 9%
• Vertex of a graph 9%
• Optimization Methods 8%
• NP-complete problem 6%
• Denote 4%
• Framework 4%

Engineering & Materials Science

• Combinatorial optimization 95%
• Machine learning 14%
• Bioinformatics 10%
• NP-hard 9%