Differential Evolution with Random Walk Mutation and an External Archive for Multimodal Optimization.
Yu-Hui ZhangMeng-Ting LiYue-Jiao GongJun ZhangPublished in: SSCI (2015)
Keyphrases
- differential evolution
- random walk
- optimization algorithm
- optimization method
- evolutionary algorithm
- evolution strategy
- parameter optimization
- global optimization problems
- mutation operator
- convergence speed
- test functions
- real coded
- harmony search
- differential evolution algorithm
- evolutionary strategy
- multi objective
- particle swarm
- particle swarm optimization pso
- optimization problems
- direct search
- particle swarm optimization
- numerical optimization problems
- adaptive differential evolution
- optimization process
- markov chain
- solving global optimization problems
- function optimization problems
- premature convergence
- evolutionary programming
- genetic algorithm
- markov random walk
- crossover operator
- multi objective optimization
- numerical optimization
- function optimization
- transition probability matrix
- initial population
- global optimization
- ant colony optimization
- genetic programming
- global search
- pso algorithm
- simulated annealing
- np hard
- neural network