Differential Evolution with Novel Mutation and Adaptive Crossover Strategies for Solving Large Scale Global Optimization Problems.
Ali Wagdy MohamedAbdulaziz S. AlmazyadPublished in: Appl. Comput. Intell. Soft Comput. (2017)
Keyphrases
- differential evolution
- global optimization problems
- evolutionary algorithm
- mutation operator
- mutation strategy
- test functions
- differential evolution algorithm
- optimization algorithm
- convergence speed
- particle swarm optimization
- genetic algorithm
- crossover operator
- crossover rate
- particle swarm optimization pso
- function optimization problems
- optimization method
- numerical optimization problems
- evolutionary programming
- multi objective optimization
- parameter optimization
- initial population
- hybrid algorithm
- evolution strategy
- premature convergence
- multi objective
- particle swarm
- real coded
- evolution process
- biogeography based optimization
- neural network
- evolutionary computation
- scheduling problem
- optimization problems
- search space
- pso algorithm
- swarm intelligence
- search algorithm
- global optimization
- combinatorial optimization