Managing Population Diversity Through the Use of Weighted Objectives and Modified Dominance: An Example from Data Mining.
Alan P. ReynoldsBeatriz de la IglesiaPublished in: MCDM (2007)
Keyphrases
- population diversity
- data mining
- evolutionary algorithm
- convergence speed
- search efficiency
- particle swarm optimization
- crossover operator
- solution quality
- premature convergence
- accelerate the convergence speed
- mutation operator
- differential evolution
- genetic algorithm ga
- optimization problems
- rough sets
- database
- machine learning
- simulated annealing
- computational intelligence
- multi objective
- genetic algorithm
- search capabilities
- evolutionary strategy
- roulette wheel selection
- neural network