Applied Discrete Modelling
In summerterm 2011 "Applied Discrete Modelling" will be conducted in the format of an Individual Scientific Project, not as lecture and exercise!!!
This is a nonrecurring change due to organizational reasons.
For further information and if you are interested in participating, please contact Prof. Horton.
This is the home page for the course "Applied Discrete Modelling" in the summer term 2011.
Here you can find general information on the course "Applied Discrete Modelling".
Lecture Material
- Background Reading
- Mind Map of the HnMM lecture
Exercise Material
- Exercise DTMCs: Sketch, Examples, PageRank, CTMCs: Examples, Jetplane
- Exercise GSPNs & CTMCs: Examples, PseudoAlg1, PseudoAlg2
- Exercise Proxels I: IRF-examples
- Exercise Proxels II: Sketch, Examples, PseudoAlg, Code
- Exercise HMM: Sketch, ExamplePart2
- Exercise HnMM: Sketch
Each student can choose a semester assignment topic. Every assignment will be related to that topic and involves modelling and implementing solution algorithms. The individual assignments are increasing in difficulty and lead to the final and most complex model that enable to answer the actual question of interest.
Semester Assignment - Quality Tester
- General Description
- Assignment 1: DTMCs
- Assignment 2: CTMCs
- Assignment 3: GSPNs and CTMCs
- Assignment 4: Proxel
- Assignment 5: HMMs
- Assignment 6: HnMMs
- Quality tester protocols for Assignment 6 (zip)
Semester Assignment - Diagnosis
- General Description
- Assignment 1: DTMCs
- Assignment 2: CTMCs
- Assignment 3: GSPNs and CTMCs
- Assignment 4: Proxel
- Assignment 5: HMMs
- Assignment 6: HnMMs
- Patients test result protocols for Assignment 6 (zip)
Semester Assignment - Machine Temperature
- General Description
- Assignment 1: DTMCs
- Assignment 2: CTMCs
- Assignment 3: GSPNs and CTMCs
- Assignment 4: Proxel
- Assignment 5: HMMs
- Assignment 6: HnMMs
- Production protocols for Assignment 6 (zip)
Further Material
- Skript of 2006 ADM course by Robert Buchholz, Sebastian Schönfeld, Jens Müller
N.B. This document is not officially endorsed! Zur Verfügung gestellt ohne Überprüfung und ohne Gewähr für Richtigkeit!
Latex source is available on request for completion and extension at the LfS. - List of potential exam questions for oral exams
External Links
- The World's Largest Matrix Computation (Mathworks)
- Examples of Markov chains (Wikipedia)
- Generating Random Text (Programming Pearls)
- Instantaneous Rate Function - Failure Rate (Wikipedia)
- HMM Assignment from UIUC
- Order form for a "Plant Simulation" (eM-Plant) student license
