How Distance Based Parameter Adaptation Affects Population Diversity.
Adam ViktorinRoman SenkerikMichal PluhacekTomas KadavyPublished in: BIOMA (2018)
Keyphrases
- population diversity
- evolutionary algorithm
- convergence speed
- search efficiency
- particle swarm optimization
- solution quality
- crossover operator
- genetic algorithm ga
- evolutionary strategy
- premature convergence
- inertia weight
- search capabilities
- fitness function
- particle swarm optimization algorithm
- differential evolution
- evolutionary computation
- simulated annealing
- roulette wheel selection
- accelerate the convergence speed
- global search
- multi objective optimization
- pso algorithm
- multi objective
- test problems
- database
- parameter values
- mutation operator
- evolution strategy
- particle swarm
- convergence rate
- global optimization
- computational efficiency
- particle swarm optimizer
- optimization algorithm
- optimization problems
- genetic algorithm