Enhancing Population Diversity for Genetic Algorithms.
Faliang HuangNanfeng XiaoQiong ChenPublished in: ICNC (4) (2009)
Keyphrases
- population diversity
- evolutionary algorithm
- genetic algorithm
- crossover operator
- particle swarm optimization
- evolutionary strategy
- mutation operator
- genetic algorithm ga
- premature convergence
- search capabilities
- differential evolution
- fitness function
- convergence speed
- evolutionary computation
- multi objective
- simulated annealing
- search efficiency
- genetic operators
- function optimization
- solution quality
- genetic programming
- optimization problems
- global search
- particle swarm optimization pso
- roulette wheel selection
- optimization method
- pso algorithm
- particle swarm optimization algorithm
- selection operator
- multi objective optimization
- metaheuristic
- global optimization
- constrained optimization
- memetic algorithm
- crossover and mutation
- particle swarm
- evolution strategy
- fitness landscape
- accelerate the convergence speed
- hybrid algorithm
- convergence rate
- traveling salesman problem
- optimization algorithm
- variable length
- computationally efficient
- neural network
- machine learning
- search engine
- fuzzy logic
- evolution process
- artificial immune system
- ant colony optimization
- evolutionary computing
- language model
- tabu search
- np hard
- artificial intelligence
- combinatorial optimization
- nsga ii