Difference between revisions of "Course materials"
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*[[Monte Carlo method]] | *[[Monte Carlo method]] | ||
**[[Pseudorandom number generators]] | **[[Pseudorandom number generators]] | ||
| + | **[[Randomness tests]] | ||
| + | **[[Probability distributions]] | ||
**[[Variance reduction]] | **[[Variance reduction]] | ||
| + | **[[Monte Carlo method in simulations]] | ||
| + | **[[Interpretation of MC simulation results (Stochastic methods)]] | ||
*[[Discrete event simulation]] | *[[Discrete event simulation]] | ||
| − | **[[Quality management]] | + | **[[Queueing theory]] |
| + | **[[Simulation in Quality management]] | ||
*[[Game theory]] | *[[Game theory]] | ||
**[[Nash equilibrium]] | **[[Nash equilibrium]] | ||
| + | ***[[Mixed strategy]] | ||
**[[One-shot games]] | **[[One-shot games]] | ||
***[[Normal form]] | ***[[Normal form]] | ||
| Line 18: | Line 24: | ||
**[[Multiplayer games]] | **[[Multiplayer games]] | ||
***[[Auctions]] | ***[[Auctions]] | ||
| + | ****[[Vickrey's auction]] | ||
| + | ***[[N-player prisoner's dilemma]] | ||
| + | ***[[Multiplayer cooperative games]] | ||
*[[Multi-agent systems]] | *[[Multi-agent systems]] | ||
**[[Agents]] | **[[Agents]] | ||
| − | **[[Agent | + | ***[[Agent reasoning]] |
| + | ****[[Markov decision process]] | ||
| + | **[[Agent Environments]] | ||
| + | *[[System Dynamics]] | ||
| + | **[[Causal loop diagram]] | ||
| + | **[[Stock and flow diagram]] | ||
| + | **[[Leverage point]] | ||
| + | **[[System Archetypes]] | ||
| + | ***[[Tragedy of the commons]] | ||
| + | ***[[Growth and Underinvestment]] | ||
| + | ***[[Limits to Growth]] | ||
| + | *[[Serious Gaming]] | ||
==Required reading== | ==Required reading== | ||
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* Sterman, J. (2000). ''Business dynamics : systems thinking and modeling for a complex world''. Boston, Ma.: Irwin/McGraw-Hill | * Sterman, J. (2000). ''Business dynamics : systems thinking and modeling for a complex world''. Boston, Ma.: Irwin/McGraw-Hill | ||
* Wooldridge, M. J. (2002). ''An introduction to multiagent systems''. Chichester, UK: John Wiley & Sons | * Wooldridge, M. J. (2002). ''An introduction to multiagent systems''. Chichester, UK: John Wiley & Sons | ||
| + | * Polak, B. (2007) ''Game Theory'' In: Yale University: Open Yale Courses, [http://oyc.yale.edu/economics/econ-159 http://oyc.yale.edu/] | ||
Revision as of 03:04, 10 December 2020
Please, read the article How to write a term paper for the hints for writing your semestral paper. Make sure that your assignment is really writing a course material, not a Wikipedia article! Wikipedia article is to be submitted always and exclusively directly into Wikipedia!
Materials online
- Monte Carlo method
- Discrete event simulation
- Game theory
- Multi-agent systems
- System Dynamics
- Serious Gaming
Required reading
- Šalamon, T. (2011). Design of Agent-Based Models : Developing Computer Simulations for a Better Understanding of Social Processes. Řepín, Czech Republic: Bruckner Publishing
Recommended reading
- Colman, A. M. (1982). Game theory and experimental games : the study of strategic interaction. Oxford, UK: Pergamon
- Sterman, J. (2000). Business dynamics : systems thinking and modeling for a complex world. Boston, Ma.: Irwin/McGraw-Hill
- Wooldridge, M. J. (2002). An introduction to multiagent systems. Chichester, UK: John Wiley & Sons
- Polak, B. (2007) Game Theory In: Yale University: Open Yale Courses, http://oyc.yale.edu/
