Hyper-Heuristic Approach for Tuning Parameter Adaptation in Differential Evolution.
Vladimir StanovovLev KazakovtsevEugene SemenkinPublished in: Axioms (2024)
Keyphrases
- differential evolution
- hyper heuristics
- evolutionary algorithm
- differential evolution algorithm
- parameter settings
- examination timetabling
- evolutionary computation
- multi objective
- parameter optimization
- convergence speed
- mutation operator
- genetic programming
- optimization problems
- optimization algorithm
- crossover operator
- multi objective optimization
- particle swarm optimization pso
- genetic algorithm
- metaheuristic
- simulated annealing
- particle swarm optimization
- numerical optimization problems
- fitness function
- parameter values
- global optimization problems
- difficult problems
- solving global optimization problems
- constraint satisfaction problems
- nsga ii
- timetabling problem
- function optimization
- artificial bee colony
- heuristic methods
- control parameters
- neural network
- pso algorithm