Deep Neural Network Detects Quantum Phase Transition.
Shunta AraiMasayuki OhzekiKazuyuki TanakaPublished in: CoRR (2017)
Keyphrases
- phase transition
- neural network
- constraint satisfaction
- satisfiability problem
- randomly generated
- np complete
- combinatorial problems
- hard problems
- deep structure
- average degree
- hamiltonian cycle
- random graphs
- graph coloring
- random constraint satisfaction problems
- stochastic local search
- back propagation
- relational learning
- cellular automata
- random instances
- sat problem
- constraint satisfaction problems
- pattern recognition
- genetic algorithm
- state space
- search algorithm
- objective function