Balancing the exploration and exploitation in an adaptive diversity guided genetic algorithm.
Fatemeh VafaeeGyörgy TuránPeter C. NelsonTanya Y. Berger-WolfPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- genetic algorithm
- search capabilities
- population diversity
- premature convergence
- genetic algorithm ga
- fitness function
- convergence speed
- mutation operator
- genetic operators
- multi objective
- optimization method
- hybrid algorithm
- evolutionary algorithm
- metadata
- simulated annealing
- artificial neural networks
- search engine
- exploration exploitation tradeoff
- evolutionary search
- metaheuristic
- differential evolution
- tabu search
- crossover operator
- particle swarm optimization
- job shop scheduling problem
- particle swarm
- genetic programming
- fuzzy logic
- objective function
- case study
- databases
- multi population
- data sets