Seeking a balance between population diversity and premature convergence for real-coded genetic algorithms with crossover operator.
Fakhra Batool NaqviMuhammad Yousaf ShadPublished in: Evol. Intell. (2022)
Keyphrases
- crossover operator
- real coded genetic algorithms
- population diversity
- premature convergence
- mutation operator
- genetic algorithm ga
- evolutionary algorithm
- differential evolution
- genetic algorithm
- fitness function
- traveling salesman problem
- function optimization
- genetic operators
- evolutionary programming
- search capabilities
- crossover and mutation
- multi objective
- genetic programming
- simulated annealing
- particle swarm optimisation
- selection operator
- evolutionary computation
- differential evolution algorithm
- convergence speed
- evolution strategy
- optimization problems
- particle swarm
- optimization algorithm
- combinatorial optimization