A review of population initialization techniques for evolutionary algorithms.
Borhan KazimipourXiaodong LiA. Kai QinPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- evolutionary algorithm
- evolution process
- mutation operator
- population diversity
- optimization problems
- evolutionary process
- multi objective
- evolutionary computation
- initial population
- differential evolution
- genetic programming
- fitness function
- evolutionary strategy
- multi objective optimization
- fitness landscape
- simulated annealing
- estimation of distribution algorithms
- genetic operators
- fitness sharing
- evolution strategy
- mutation rate
- island model
- differential evolution algorithm
- constrained optimization problems
- crossover operator
- evolutionary search
- multi objective evolutionary algorithms
- evolvable hardware
- multiobjective optimization
- artificial immune system
- traveling salesman problem