Generating a Multi-fidelity Simulation Model Estimating the Models' Applicability with Machine Learning Algorithms.
Christian HürtenPhilipp Maximilian SiebergDieter SchrammPublished in: SIMULTECH (2022)
Keyphrases
- machine learning algorithms
- simulation model
- simulation models
- benchmark data sets
- machine learning methods
- learning algorithm
- machine learning
- predictive accuracy
- machine learning models
- learning problems
- agent based simulation
- machine learning approaches
- learning models
- decision trees
- discrete event
- mathematical model
- machine learning systems
- simulation tool
- input features
- prior knowledge
- random forests
- simulation environment
- analytical model
- statistical machine learning
- real world
- learning tasks
- probabilistic model
- dynamic systems
- supervised learning algorithms
- multi agent
- training data
- data mining