Automatic Niching Differential Evolution With Contour Prediction Approach for Multimodal Optimization Problems.
Zi-Jia WangZhi-Hui ZhanYing LinWei-jie YuHua WangSam KwongJun ZhangPublished in: IEEE Trans. Evol. Comput. (2020)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization problems
- constrained optimization problems
- differential evolution algorithm
- convergence speed
- test functions
- parameter optimization
- optimization method
- particle swarm optimization
- multi objective
- evolutionary computation
- optimization algorithm
- multi objective optimization problems
- genetic algorithm
- multi objective optimization
- mutation operator
- nsga ii
- crossover operator
- optimization methods
- prediction model
- metaheuristic
- numerical optimization problems
- multimodal function optimization
- direct search
- particle swarm optimization pso
- genetic programming
- evolution strategy
- hybrid algorithm
- cost function
- simulated annealing
- premature convergence
- particle swarm
- combinatorial optimization
- test problems
- evolutionary programming
- traveling salesman problem
- global optimization problems
- function optimization problems
- knapsack problem
- artificial bee colony
- function optimization
- initial population
- biogeography based optimization
- particle swarm optimization algorithm
- solving global optimization problems
- real coded
- particle swarm optimizer
- swarm intelligence
- model selection
- artificial neural networks
- objective function