Week
|
Topics covered
|
1
|
Preliminaries (5-step modelling, sensitivity analysis)
|
2
|
Classification of modelling approaches
|
3
|
Optimization-based modelling (discrete, continuous)
|
4
|
Optimization-based modelling (computational methods)
|
5
|
Modeling by Fitting
|
6
|
Modeling by Fitting
|
7
|
Experimental modeling
|
8
|
Simulation modeling |
9
|
Intro. to probabilistic modeling |
10
|
Graphs of Functions as models
|
11
|
Dynamical Modelling (with differential/difference equations)
|
12
|
Dynamical Modelling (with differential/difference equations) |
13
|
Modeling with systems of differential equations
|
14
|
Review
|