Preserving Population Diversity Based on Transformed Semantics in Genetic Programming for Symbolic Regression.
Qi ChenBing XueMengjie ZhangPublished in: IEEE Trans. Evol. Comput. (2021)
Keyphrases
- genetic programming
- symbolic regression
- population diversity
- evolutionary algorithm
- fitness function
- evolutionary computation
- multi objective
- crossover operator
- grammatical evolution
- gene expression programming
- evolutionary strategy
- convergence speed
- genetic algorithm ga
- search efficiency
- optimization problems
- differential evolution
- particle swarm optimization
- multi objective optimization
- simulated annealing
- premature convergence
- optimization method
- evolution strategy
- genetic algorithm
- mutation operator
- solution quality
- regression problems
- metaheuristic
- machine learning
- particle swarm
- convergence rate
- swarm intelligence
- linear programming
- search algorithm
- artificial intelligence