Scalability of using Restricted Boltzmann Machines for Combinatorial Optimization.
Malte ProbstFranz RothlaufJörn GrahlPublished in: CoRR (2014)
Keyphrases
- combinatorial optimization
- restricted boltzmann machine
- deep learning
- combinatorial optimization problems
- metaheuristic
- simulated annealing
- traveling salesman problem
- contrastive divergence
- learning algorithm
- conditional random fields
- probabilistic graphical models
- deep belief networks
- optimization problems
- semi supervised
- hidden layer