MLP-Supported Mathematical Optimization of Simulation Models: Investigation into the Approximation of Black Box Functions of Any Simulation Model with MLPs with the Aim of Functional Analysis.
Bastian StollfussMichael BacherPublished in: IN4PL (2022)
Keyphrases
- black box
- simulation model
- simulation models
- functional analysis
- multilayer perceptron
- multi layer perceptron
- agent based simulation
- black boxes
- discrete event
- neural network
- artificial neural networks
- simulation tools
- hybrid systems
- white box
- simulation environment
- air cargo
- mathematical model
- back propagation
- data assimilation
- integration testing
- test cases
- hidden neurons
- white box testing
- simulation tool
- activation function
- hidden layer
- radial basis function
- numerical simulations
- reverse engineering
- anomaly detection
- data sets