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Multi-objective optimization of shield construction parameters based on random forests and NSGA-II.
Xianguo Wu
Lei Wang
Bin Chen
Zongbao Feng
YaWei Qin
Qiong Liu
Yang Liu
Published in:
Adv. Eng. Informatics (2022)
Keyphrases
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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