Hyperparameter Optimization and Neuroevolution with Binary Quadratic Meta-heuristics and Evolution Strategies.
David Von DollenReuben BrasherFlorian NeukartThomas BäckPublished in: CiSt (2023)
Keyphrases
- evolution strategy
- metaheuristic
- evolutionary algorithm
- optimization problems
- simulated annealing
- genetic algorithm
- optimization methods
- guided local search
- optimization method
- differential evolution
- tabu search
- global search
- combinatorial optimization
- particle swarm optimization
- ant colony optimization
- combinatorial optimization problems
- numerical optimization
- multi objective
- search space
- search methods
- nature inspired
- artificial neural networks
- solution space
- suboptimal solutions
- specific problems
- objective function
- combinatorial problems
- benchmark problems
- optimal solution
- vehicle routing problem
- benchmark instances
- particle swarm optimization pso
- evolutionary computation
- neural network
- gaussian processes
- crossover operator
- convergence speed
- knapsack problem
- traveling salesman problem
- computational complexity