A Novel Strategy to Control Population Diversity and Convergence for Genetic Algorithm.
Dongyang LiWeian GuoYanfen MaoLei WangQidi WuPublished in: ICSI (1) (2017)
Keyphrases
- population diversity
- evolutionary strategy
- evolutionary algorithm
- genetic algorithm
- crossover operator
- roulette wheel selection
- convergence speed
- mutation operator
- particle swarm optimization
- genetic algorithm ga
- differential evolution
- evolutionary computation
- search capabilities
- multi objective
- fitness function
- search efficiency
- multi objective optimization
- premature convergence
- fitness values
- artificial immune system
- ant colony optimization
- simulated annealing
- constrained optimization
- variable length
- selection operator
- solution quality
- genetic operators
- particle swarm optimization pso
- control system
- optimization problems
- convergence rate
- metaheuristic
- global search
- optimization algorithm
- genetic programming
- neural network
- traveling salesman problem
- fuzzy logic
- evolution strategy
- global optimization
- optimization method
- power system
- crossover and mutation
- faster convergence
- metadata
- particle swarm optimisation
- particle swarm optimizer
- continuous domains
- databases