Gumbel-softmax-based Optimization: A Simple General Framework for Optimization Problems on Graphs.
Yaoxin LiJing LiuGuozheng LinYueyuan HouMuyun MouJiang ZhangPublished in: CoRR (2020)
Keyphrases
- optimization problems
- main contribution
- evolutionary algorithm
- optimization scheme
- optimization algorithm
- objective function
- risk minimization
- closely related
- russian doll search
- graph theoretic
- optimization methods
- traveling salesman problem
- optimization method
- probabilistic model
- feature selection
- combinatorial optimization
- genetic algorithm
- theoretical framework
- graph mining
- special case
- graph embedding
- lower bound
- series parallel