Maintaining Healthy Population Diversity Using Adaptive Crossover, Mutation, and Selection.
Brian McGinleyJohn MaherColm O'RiordanFearghal MorganPublished in: IEEE Trans. Evol. Comput. (2011)
Keyphrases
- population diversity
- evolutionary algorithm
- crossover operator
- mutation operator
- differential evolution
- selection operator
- premature convergence
- genetic algorithm
- crossover and mutation
- genetic algorithm ga
- fitness function
- evolutionary computation
- convergence speed
- genetic operators
- multi objective
- optimization problems
- function optimization
- particle swarm optimization
- simulated annealing
- genetic programming
- evolutionary strategy
- traveling salesman problem
- evolutionary programming
- search efficiency
- evolution strategy
- differential evolution algorithm
- evolutionary process
- immune clonal
- mutation rate
- search capabilities
- particle swarm
- initial population
- convergence rate
- optimization method
- optimization algorithm
- fitness values
- artificial neural networks
- selection strategy
- constrained optimization
- solution quality
- metaheuristic
- search space