Toward explicit control between exploration and exploitation in evolutionary algorithms: A case study of differential evolution.
Zonghui CaiXiao YangMengChu ZhouZhi-Hui ZhanShangce GaoPublished in: Inf. Sci. (2023)
Keyphrases
- differential evolution
- evolutionary algorithm
- differential evolution algorithm
- convergence speed
- multi objective
- test functions
- optimization method
- optimization algorithm
- premature convergence
- mutation operator
- particle swarm optimization pso
- constrained optimization problems
- optimization problems
- evolution strategy
- genetic algorithm
- evolution process
- particle swarm optimization
- evolutionary search
- search capabilities
- hybrid algorithm
- evolutionary computation
- evolutionary programming
- multi objective optimization
- fitness function
- control system
- solving global optimization problems
- function optimization problems
- simulated annealing
- genetic programming
- particle swarm optimization algorithm
- pso algorithm
- parameter optimization
- numerical optimization problems
- biogeography based optimization
- crossover operator
- multi objective problems
- multiobjective optimization problems
- particle swarm
- multiobjective optimization
- direct search
- harmony search
- evolutionary methods
- neural network
- optimal solution
- control parameters
- global optimization problems
- evolutionary strategy
- control strategy
- evolutionary process
- initial population