Scalability of using Restricted Boltzmann Machines for combinatorial optimization.
Malte ProbstFranz RothlaufJörn GrahlPublished in: Eur. J. Oper. Res. (2017)
Keyphrases
- combinatorial optimization
- restricted boltzmann machine
- deep learning
- combinatorial optimization problems
- traveling salesman problem
- metaheuristic
- simulated annealing
- contrastive divergence
- conditional random fields
- deep belief networks
- probabilistic graphical models
- optimization problems
- learning algorithm
- semi supervised
- optimal solution
- unsupervised learning
- semi supervised learning
- probabilistic model
- hidden markov models
- computer vision