Explaining SOMA: the relation of stochastic perturbation to population diversity and parameter space coverage.
Michal PluhacekAnezka KazikovaTomas KadavyAdam ViktorinRoman SenkerikPublished in: GECCO Companion (2021)
Keyphrases
- parameter space
- population diversity
- evolutionary algorithm
- convergence speed
- search efficiency
- particle swarm optimization
- solution quality
- high dimensional
- search capabilities
- crossover operator
- premature convergence
- parameter values
- genetic algorithm ga
- computational efficiency
- evolutionary computation
- differential evolution
- global optimization
- evolutionary strategy
- mutation operator
- linear transformations
- pso algorithm
- particle swarm optimization algorithm
- evolution strategy
- multi objective
- optimization problems
- computational complexity
- feature selection
- search engine
- genetic algorithm