Multi-objective optimization of shield construction parameters based on random forests and NSGA-II.
Xianguo WuLei WangBin ChenZongbao FengYaWei QinQiong LiuYang LiuPublished in: Adv. Eng. Informatics (2022)
Keyphrases
- multi objective optimization
- random forests
- nsga ii
- multi objective
- evolutionary algorithm
- pareto optimal
- random forest
- multi objective optimization problems
- multiobjective optimization
- decision trees
- multi objective evolutionary algorithms
- logistic regression
- genetic algorithm
- machine learning algorithms
- pareto set
- multi objective optimisation
- bi objective
- pareto dominance
- differential evolution
- pareto optimal solutions
- optimization problems
- ensemble methods
- constrained multi objective optimization problems
- multi objective genetic algorithm
- multiple objectives
- optimization algorithm
- crossover operator
- multi objective problems
- genetic programming
- pareto frontier
- particle swarm optimization
- test problems
- feature set
- fitness function
- machine learning
- solution quality
- evolutionary computation
- pareto optimal set