Appling the Roulette Wheel Selection Approach to Address the Issues of Premature Convergence and Stagnation in the Discrete Differential Evolution Algorithm.
Asaad Shakir HameedHaiffa Muhsan B. AlrikabiAbeer A. Abdul-RazaqZakir Hussain AhmedHuda Karem NasserModhi Lafta MutarPublished in: Appl. Comput. Intell. Soft Comput. (2023)
Keyphrases
- premature convergence
- differential evolution
- differential evolution algorithm
- roulette wheel selection
- population diversity
- particle swarm
- mutation operator
- mutation operation
- evolutionary algorithm
- convergence speed
- genetic algorithm
- particle swarm optimization
- optimization algorithm
- pso algorithm
- optimization method
- search capabilities
- particle swarm optimization pso
- hybrid algorithm
- initial population
- scale factor
- multi objective optimization
- evolutionary search
- crossover and mutation
- multi objective
- genetic algorithm ga
- crossover operator
- particle swarm optimization algorithm
- global optimization
- evolution strategy
- particle swarm optimisation
- solution space
- control system
- function optimization
- fitness function
- evolutionary computation
- swarm intelligence
- genetic programming
- evolutionary strategy
- simulated annealing
- continuous domains
- genetic operators
- optimization methods
- artificial neural networks