Behavioral, data-driven, agent-based evacuation simulation for building safety design using machine learning and discrete choice models.
Runhe ZhuBurcin Becerik-GerberJing LinNan LiPublished in: Adv. Eng. Informatics (2023)
Keyphrases
- data driven
- machine learning
- simulation models
- simulation model
- machine learning algorithms
- multi agent
- data mining
- agent based simulations
- user interface
- probabilistic model
- agent based simulation
- mathematical models
- emergency evacuation
- simulation software
- model driven
- model selection
- case study
- information extraction
- neural network
- knowledge based systems
- learning algorithm
- simulation tools
- feature selection
- simulation tool
- design choices
- pattern recognition
- analytical model
- design space
- simulation environment
- monte carlo simulation
- text mining
- metamodel
- computational intelligence
- statistical methods
- machine learning methods
- statistical models
- experimental data