Population fitness probability for effectively terminating the evolution operations of a genetic algorithm.
Heng-Chou ChenOscal T.-C. ChenPublished in: ISCAS (2006)
Keyphrases
- genetic algorithm
- mutation probability
- natural selection
- evolution process
- evolutionary process
- population size
- crossover and mutation
- evolutionary algorithm
- fitness function
- crossover operator
- multi population
- mutation operator
- adaptive parameter control
- genetic operators
- fitness landscape
- multi objective
- initial population
- metaheuristic
- evolutionary computation
- binary strings
- selection operator
- candidate solutions
- optimization method
- multi objective optimization
- genetic programming
- simulated annealing
- probability distribution
- population dynamics
- neural network
- differential evolution
- optimization algorithm
- markov chain
- fuzzy logic
- data sets
- genetic search
- artificial immune system
- premature convergence
- optimization problems
- parallel genetic algorithm
- island model
- fitness values
- roulette wheel selection