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st-society-classes2015

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Table of Contents

You are in Geoinformatics Creative Commons Resources :: Spatio-Temporal Information for Society :: Classes WS 2015-2016

Spatio-Temporal Information for Society: Classes Winter Semester 2015-2016

Classes

Ref Topic Models Exercise
1 Introduction
Introduction
2 Lua for TerraME
Lua for TerraME Lua Examples Exercise 01
3 System Dynamics
Systems Theory
Water Flows in Mono Lake Mono Lake Code in TerraME Exercise 2 - The Brine Shrimp of Mono Lake
DaisyworldDaisyworld review paper Daisyworld model Daisyworld on Cellular Automata (reference for exercise 3
4 Celular Automata
Cellular Automata CA models (Wolfram and Life) Exercise 03 - Cellular Automata
5 Agent-based modelling
ABM Lecture See ABM examples in TerraME logo package
Spatial Segregation Segregation
Urban Models Barros City Model Barros PhD Thesis Exercise - Extensions of Barros City Models
6 Societal modelling
Game Theory and Evolution of Cooperation Game Theory Ex-05 Variations on Prisioner's Dilemma
Sugarscape Code Sugarscape Exercise Sugarscape
7 Land Change
A Case Study: Land Change in Amazonia
Building a Land Change Database Deforestation data
Land Change Modelling Databases, Scripts Deforestation Model + Scripts

Papers for Final Projects

The final project consists of an implementation and discussion of an ABM model. Each of the references below contains a description of a model.

Sex, Culture and Conflict in SugarScape. From J Epstein, R. Axtell, Growing Artificial Societies: Social Science from the Bottom Up. MIT Press, 1996.
Trade in SugarScape. From J Epstein, R. Axtell, Growing Artificial Societies: Social Science from the Bottom Up. MIT Press, 1996.
S Bergin (2012). Torsten Hägerstrand’s Spatial Innovation Diffusion Model. Available in CoMSES Computational Model Library.
André S Heckbert (2014). MayaSim: An agent-based model of the ancient Maya social-ecological system. Available in CoMSES Computational Model Library.
R Axelrod (1997). “The dissemination of culture - A model with local convergence and global polarization.” Journal of Conflict Resolution 41: 203-226.Replicated in CoMSES Computational Model Library.
J Pepper and B Smuts (2000). The evolution of cooperation in an ecological context: an agent-based model. Replicated in CoMSES Computational Model Library.
Schindler J (2012) A simple Multi-Agent System of the Tragedy Of the Commons. Available in CoMSES Computational Model Library.
M Janssen and N.D. Rollins (2012). Evolution of cooperation in asymmetric commons dilemmas. Journal of Economic Behavior and Organization, 81: 220-229. Available in CoMSES Computational Model Library).
Axtell, Epstein, et al. (2002) Population Growth and Collapse in a Multi-Agent Model of the Kayenta Anasazi in Long House Valley. PNAS 99(3): 7275-7279. Replicated in M Janssen and available in CoMSES Computational Model Library.
S Bandini, F Celada, S Manzoni, G Vizzari (2007). Modelling the immune system: the case of situated cellular agents, Natural Computing, 6(1):19-32.
Medeiros, L. C., Castilho, C. A. R., Braga, C., de Souza, W. V., Regis, L., Monteiro, A. M. V. (2011). Modeling the dynamic transmission of dengue fever: investigating disease persistence. PLOS neglected tropical diseases, 5(1), e942.
F. Feitosa, A.M. Monteiro, Urban Conventions and Residential Location Choice. CAMUSS Conference (Cellular Automata Modeling forUrban and Spatial Systems 2012)
st-society-classes2015.1455223941.txt.gz · Last modified: 2016/02/11 18:52 by gilberto

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