Population Diversity as a Selection Factor: Improving Fitness by Increasing Diversity.
James ByronWayne IbaPublished in: GECCO (Companion) (2016)
Keyphrases
- population diversity
- evolutionary algorithm
- convergence speed
- search efficiency
- particle swarm optimization
- premature convergence
- solution quality
- selection operator
- crossover operator
- genetic algorithm ga
- mutation operator
- crossover and mutation
- search capabilities
- evolutionary strategy
- differential evolution
- optimization problems
- convergence rate
- particle swarm
- multi objective
- accelerate the convergence speed
- pso algorithm
- roulette wheel selection
- hybrid algorithm
- global search
- solution space
- evolutionary computation
- fitness function
- genetic algorithm
- database
- particle swarm optimization pso
- particle swarm optimization algorithm
- test problems
- feasible solution
- traveling salesman problem
- particle swarm optimizer
- simulated annealing