An adaptive differential evolution algorithm with population size reduction strategy for unconstrained optimization problem.
Xiaoyan ZhangQianqian LiuYawei QuPublished in: Appl. Soft Comput. (2023)
Keyphrases
- differential evolution algorithm
- population size
- initial population
- crossover rate
- unconstrained optimization
- differential evolution
- mutation rate
- evolutionary algorithm
- control parameters
- genetic algorithm
- constrained optimization
- optimization methods
- penalty function
- scale factor
- trust region
- objective function
- search methods
- particle swarm
- optimization model
- optimization algorithm
- multi objective
- parameter settings
- markov chain
- simulated annealing
- search algorithm
- convergence speed
- traveling salesman problem
- genetic algorithm ga
- fitness function
- particle swarm optimization
- optimal solution