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cst-317:classes2014 [2014/08/27 10:09]
gilberto [Papers for Final Projects]
cst-317:classes2014 [2014/09/10 11:03]
gilberto [Software Description]
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 Students should read the TerraME EMS paper first, to get a sense of the language. Then they should read the Lua papers, to learn about programming in Lua. Students should read the TerraME EMS paper first, to get a sense of the language. Then they should read the Lua papers, to learn about programming in Lua.
  
-\\+Please also install the {{http://​www.dpi.inpe.br/​gilberto/​terrame/​contrib/​terrameaddons.zip|terrame_addons}} and the {{http://​www.dpi.inpe.br/​gilberto/​terrame/​contrib/​viewer.zip|viewer}} package.
  
 +\\
 ===== Classes ===== ===== Classes =====
  
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 |4   ​|{{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-feedbacks.ppt|Feedbacks}} ​                      ​|{{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-feedbacks.zip|Feedbacks}} ​         |                                                | | |4   ​|{{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-feedbacks.ppt|Feedbacks}} ​                      ​|{{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-feedbacks.zip|Feedbacks}} ​         |                                                | |
 |5  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-epidemics.ppt|Epidemics}} ​                      ​|{{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-epidemics.zip|Epidemics}} ​         |                                                 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​exercise-epidemics.pdf|Epidemics scenarios}}| ​                                             |5  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-epidemics.ppt|Epidemics}} ​                      ​|{{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-epidemics.zip|Epidemics}} ​         |                                                 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​exercise-epidemics.pdf|Epidemics scenarios}}| ​                                            
-|6 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-mono-lake.ppt| Renewable Resources }}                       | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/code-resources.zip|Mono Lake Example}} ​        ​| ​         |{{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​exercise-resources.pdf|Renewable Resources}} |                          ​+|6 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-mono-lake.ppt| Renewable Resources }}                       | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/code-monolake.zip|Mono Lake Example}} ​        ​| ​         |{{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​exercise-resources.pdf|Renewable Resources}} |                          ​
 |7 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-daisyworld.ppt|Daisyworld}} ​             | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-daisyworld.zip|Daisyworld model}} ​     |                               | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​exercise-daisyworld.pdf| Daisyworld}} | |7 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-daisyworld.ppt|Daisyworld}} ​             | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-daisyworld.zip|Daisyworld model}} ​     |                               | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​exercise-daisyworld.pdf| Daisyworld}} |
 |8 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​lecture-predator-prey.ppt|Ecological Models}} ​             | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​code-predator-prey.zip|Predator Prey Models}} ​     |                               | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​exercise-predator-prey.pdf| Fitting Predator Prey Models}} | |8 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​lecture-predator-prey.ppt|Ecological Models}} ​             | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​code-predator-prey.zip|Predator Prey Models}} ​     |                               | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​exercise-predator-prey.pdf| Fitting Predator Prey Models}} |
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 |11a | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-deforestation-2-database.ppt|Deforestation-part2}} ​    | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​data-amazonia.zip|Deforestation data}} ​ |                             | | |11a | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-deforestation-2-database.ppt|Deforestation-part2}} ​    | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​data-amazonia.zip|Deforestation data}} ​ |                             | |
 |11b | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-deforestation-3-modelling.ppt|Deforestation-part3}} ​    | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​amazonia-database.zip|Databases}},​ {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-deforestation.zip|Scripts}} ​ | Trajectory ​                           | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​exercise-deforestation.pdf|Deforestation Model}} + {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-modelling-deforestation.zip|Scripts}}| |11b | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-deforestation-3-modelling.ppt|Deforestation-part3}} ​    | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​amazonia-database.zip|Databases}},​ {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-deforestation.zip|Scripts}} ​ | Trajectory ​                           | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​exercise-deforestation.pdf|Deforestation Model}} + {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-modelling-deforestation.zip|Scripts}}|
-|12 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-agent-based-modelling.ppt|Agent-based modelling}} ​   | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/code-segregation-model.zip|SegregationModel}}|       ​Agent,​ Society ​     | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​exercise-segregation.pdf| Segregation Models}} |+|12 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-agent-based-modelling.ppt|Agent-based modelling}} ​   | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/code-butterfly.zip|ButterflyModel}}|       ​Agent,​ Society ​     | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​exercise-segregation.pdf| Segregation Models}} ​
 +|  |     | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-barros-model.zip|BarrosModel}}| ​        ​|  ​|
 |13 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-game-theory.ppt|Game Theory}} ​            | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-game-theory.zip|Prisioner'​s Dilemma}} ​    ​| ​                  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​exercise-game-theory.pdf| Variations on Prisioner'​s Dilemma}} | |13 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​lecture-game-theory.ppt|Game Theory}} ​            | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​code-game-theory.zip|Prisioner'​s Dilemma}} ​    ​| ​                  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2014/​exercise-game-theory.pdf| Variations on Prisioner'​s Dilemma}} |
 |14 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​lecture-cooperation.ppt|Evolution of Cooperation}} ​             |{{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​code-cooperation.zip|Code Evolution of Cooperation}} ​    ​| ​           | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​exercise-evolution-cooperation.pdf| Cooperation Models}} | |14 | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​lecture-cooperation.ppt|Evolution of Cooperation}} ​             |{{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​code-cooperation.zip|Code Evolution of Cooperation}} ​    ​| ​           | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​cst-317-2013/​exercise-evolution-cooperation.pdf| Cooperation Models}} |
 \\ \\
- 
 ===== Additional Reading ===== ===== Additional Reading =====
  
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 The final project consists of an implementation and discussion of one of the following papers. The final project consists of an implementation and discussion of one of the following papers.
  
-|  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Balzter-97.pdf|H. Balzter, P. W. Braun, W. Köhler (1998) Cellular automata models for vegetation dynamics. Ecological Modelling 107(2-3):​113-125}}|+|  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Balzter1998.pdf|H. Balzter, P. W. Braun, W. Köhler (1998) Cellular automata models for vegetation dynamics. Ecological Modelling 107(2-3):​113-125}}|
 |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Silvertown-92.pdf|J. Silvertown, S. Holtier, J. Johnson and P. Dale (1992) Cellular Automaton Models of Interspecific Competition for Space-The Effect of Pattern on Process. Journal of Ecology, 80(3):​527-533}}| |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Silvertown-92.pdf|J. Silvertown, S. Holtier, J. Johnson and P. Dale (1992) Cellular Automaton Models of Interspecific Competition for Space-The Effect of Pattern on Process. Journal of Ecology, 80(3):​527-533}}|
 |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Berjak-01.pdf|S. G. Berjak, ​ J. W. Hearne (2002) An improved cellular automaton model for simulating fire in a spatially heterogeneous Savanna system. Ecological Modelling 148(2):​133–15}}| |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Berjak-01.pdf|S. G. Berjak, ​ J. W. Hearne (2002) An improved cellular automaton model for simulating fire in a spatially heterogeneous Savanna system. Ecological Modelling 148(2):​133–15}}|
-|  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers//​Dunkerley-96.pdf|D. L. Dunkerley (1997) Banded vegetation: development under uniform rainfall from a simple cellular automaton model. Plant Ecology 129(2):​103-111}}|+|Marcos Sanches, Diego Jatobá ​ | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers//​Dunkerley-96.pdf|D. L. Dunkerley (1997) Banded vegetation: development under uniform rainfall from a simple cellular automaton model. Plant Ecology 129(2):​103-111}}|
 |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers//​Dunkerley-96-b.pdf|D.L Dunkerley (1997) Banded vegetation: survival under drought and grazing pressure based on a simple cellular automaton model. Journal of Arid Environments 35(3):​419–428}}| |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers//​Dunkerley-96-b.pdf|D.L Dunkerley (1997) Banded vegetation: survival under drought and grazing pressure based on a simple cellular automaton model. Journal of Arid Environments 35(3):​419–428}}|
 | | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Sirakoulis-00.pdf|G.Ch Sirakoulis, I. Karafyllidis,​ A. Thanailakis (2000) A cellular automaton model for the effects of population movement and vaccination on epidemic propagation. Ecological Modelling 133(3): 209–223}}| | | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Sirakoulis-00.pdf|G.Ch Sirakoulis, I. Karafyllidis,​ A. Thanailakis (2000) A cellular automaton model for the effects of population movement and vaccination on epidemic propagation. Ecological Modelling 133(3): 209–223}}|
 |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Beauchemina-05.pdf|C. Beauchemina,​ J. Samuelb, J. Tuszynskia (2005) A simple cellular automaton model for influenza A viral infections. Journal of Theoretical Biology 232(2) 223–234}}| |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Beauchemina-05.pdf|C. Beauchemina,​ J. Samuelb, J. Tuszynskia (2005) A simple cellular automaton model for influenza A viral infections. Journal of Theoretical Biology 232(2) 223–234}}|
-| | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Medeiros-11.pdf|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.}}|+|Phillip Edson, Raquel Melo | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Medeiros-11.pdf|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.}}|
 | | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Nakanishi-90.pdf|H. Nakanishi (1990) Cellular-automaton model of earthquakes with deterministic dynamics. Phys. Rev. A 41:​7086–7089}}| | | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Nakanishi-90.pdf|H. Nakanishi (1990) Cellular-automaton model of earthquakes with deterministic dynamics. Phys. Rev. A 41:​7086–7089}}|
-| | {{http://​www.hks.harvard.edu/​netgov/​files/​fellows/​onnela_j/​papers/​A7.pdf| R. Toivonen, J. Onnela, J. Saramaki, J. Hyvonen, K. Kaski (2006) A model for social networks. Physica A: Statistical Mechanics and its Applications 371(2):​851–860}}|+|Raquel Carvalho ​| {{http://​www.hks.harvard.edu/​netgov/​files/​fellows/​onnela_j/​papers/​A7.pdf| R. Toivonen, J. Onnela, J. Saramaki, J. Hyvonen, K. Kaski (2006) A model for social networks. Physica A: Statistical Mechanics and its Applications 371(2):​851–860}}|
 |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers//​joana_barros.pdf|Barros,​ J. Urban Growth in Latin American Cities. PhD thesis, CASA/UCL}} | |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers//​joana_barros.pdf|Barros,​ J. Urban Growth in Latin American Cities. PhD thesis, CASA/UCL}} |
- | Cycles in Predator and Prey Populations,​ Chapter 20 of A. Ford, Modeling the Environment| +Iane | Cycles in Predator and Prey Populations,​ Chapter 20 of A. Ford, Modeling the Environment|
-The final project consists of an implementation and discussion of an ABM model. Each of the references below contains a description of a model. ​+
 |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​gas_book_chap3.pdf|Sex,​ Culture and Conflict in SugarScape}}. From J Epstein, R. Axtell, Growing Artificial Societies: Social Science from the Bottom Up. MIT Press, 1996.| |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​gas_book_chap3.pdf|Sex,​ Culture and Conflict in SugarScape}}. From J Epstein, R. Axtell, Growing Artificial Societies: Social Science from the Bottom Up. MIT Press, 1996.|
 |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​gas_book_chap4.pdf|Trade in SugarScape}}. From J Epstein, R. Axtell, Growing Artificial Societies: Social Science from the Bottom Up. MIT Press, 1996.| |  | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​gas_book_chap4.pdf|Trade in SugarScape}}. From J Epstein, R. Axtell, Growing Artificial Societies: Social Science from the Bottom Up. MIT Press, 1996.|
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 | | {{http://​www.openabm.org/​model/​2762/​version/​1/​view| A K Knittel, R Riolo and R Snow (2011). Development and evaluation of an agent-based model of sexual partnership. Adaptive Behavior (available at CoMSES Computational Model Library.}}|. | | {{http://​www.openabm.org/​model/​2762/​version/​1/​view| A K Knittel, R Riolo and R Snow (2011). Development and evaluation of an agent-based model of sexual partnership. Adaptive Behavior (available at CoMSES Computational Model Library.}}|.
 | | {{http://​www.openabm.org/​model/​2274/​version/​2/​view| 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).}}| | | {{http://​www.openabm.org/​model/​2274/​version/​2/​view| 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).}}|
-| | {{http://​www.openabm.org/​model/​2222/​version/​2/​view|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.}}|+|Marcio, Eduardo ​| {{http://​www.openabm.org/​model/​2222/​version/​2/​view|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.}}|
 | | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Bandini2007.pdf|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.}}| | | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Bandini2007.pdf|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.}}|
 | | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Yassemi2008.pdf|S. Yassemi, S. Dragićevića,​ M. Schmidt(2008),​ Design and implementation of an integrated GIS-based cellular automata model to characterize forest fire behaviour | | {{http://​www.dpi.inpe.br/​gilberto/​cursos/​papers/​Yassemi2008.pdf|S. Yassemi, S. Dragićevića,​ M. Schmidt(2008),​ Design and implementation of an integrated GIS-based cellular automata model to characterize forest fire behaviour
cst-317/classes2014.txt · Last modified: 2014/09/10 11:06 by gilberto