Approximating meta-heuristics with homotopic recurrent neural networks.
Alessandro BayBiswa SenguptaPublished in: CoRR (2017)
Keyphrases
- recurrent neural networks
- metaheuristic
- simulated annealing
- optimization problems
- tabu search
- ant colony optimization
- combinatorial optimization problems
- combinatorial optimization
- neural network
- search space
- optimal solution
- genetic algorithm
- neural model
- feed forward
- particle swarm optimization
- vehicle routing problem
- echo state networks
- combinatorial problems
- reservoir computing
- artificial neural networks
- recurrent networks
- search methods
- optimization method
- feedforward neural networks
- benchmark instances
- nonlinear dynamic systems
- nature inspired
- specific problems
- cascade correlation
- evolutionary algorithm
- traveling salesman problem
- greedy randomized adaptive search procedure
- set of benchmark instances