Exploring the behavior space of agent-based simulation models using random forest metamodels and sequential sampling.
Mert EdaliGönenç YücelPublished in: Simul. Model. Pract. Theory (2019)
Keyphrases
- random forest
- simulation models
- agent based simulation
- simulation model
- random forests
- decision trees
- feature set
- simulation tools
- low dimensional
- ensemble methods
- search space
- multi label
- feature importance
- fold cross validation
- decision tree learning algorithms
- multi agent systems
- agent model
- ensemble classifier
- lower dimensional
- machine learning
- ensemble learning
- rotation forest
- air cargo
- random sampling