Scalability of using Restricted Boltzmann Machines for Combinatorial Optimization

Malte Probst, Franz Rothlauf, Jörn Grahl

Estimation of Distribution Algorithms (EDAs) require flexible probability models that can be efficiently learned and sampled. Restricted Boltzmann Machines (RBMs) are generative ne…