Sociodynamic discrete choice on networks in space: Impacts of agent heterogeneity on emergent outcomes

Environment and Planning B: Planning and Design

Volumn 35, Issue 6, 2008, Pages 1028-1054

  Dugundji, Elenna R ^a   Gulyás, László ^b  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

^b AITIA Inc Artificial Intelligence Information Technology Intelligent Agents   (Hungary)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DISCRETE CHOICE ANALYSIS; ECONOMETRICS; ESTIMATION METHOD; HETEROGENEITY; NUMERICAL MODEL; SOCIAL NETWORK; TRANSPORTATION MODE;

AMSTERDAM [NORTH HOLLAND]; BENELUX; EURASIA; EUROPE; NETHERLANDS; NORTH HOLLAND; WESTERN EUROPE;

EID: 65949099524     PISSN: 02658135     EISSN: 14723417     Source Type: Journal    
DOI: 10.1068/b33021t     Document Type: Article

References (36)

1. Aoki M, 1995, "Economic fluctuations with interactive agents: dynamic and stochastic externalities" Japanese Economic Review 46 148-165
2. Ben-Akiva M, 1973 Structure of PassengerTravel Demand Models PhD dissertation, Department of Civil Engineering, Massachusetts Institute of Technology, Cambridge, MA
3. Ben-Akiva M, Lerman S R, 1985 Discrete Choice Analysis: Theory and Application to Travel Demand (MIT Press, Cambridge, MA)
4. Ben-Akiva M, McFadden D, Gärling T, Gopinath D, Walker J, Bolduc D, Börsch-Supan A, Delquié" P, Larichev O, Morikawa T, Polydoropoulou A, Rao V, 1999, "Extended framework for modeling choice behavior" Marketing Letters 10 187-202
5. Ben-Akiva M, McFadden D, Train K,Walker J, Bhat C, Bierlaire M, Bolduc D, Börsch-Supan A, Brownstone D, Bunch D S, Daly A, de Palma A, Gopinath D, Karlstrom A, Munizaga M A, 2002, "Hybrid choice models: progress and challenges" Marketing Letters 13 163-175
6. Blume L, Durlauf S, 2002, "Equilibrium concepts for social interaction models", SSRI working papers, Social systems Research Institute, University of Wisconsin, Madison, WI
7. Brock W, Durlauf S, 2001, "Discrete choice with social interactions" Review of Economic Studies 68 235-260
8. Brock W, Durlauf S, 2002, "A multinomial choice model of neighborhood effects" American Economic Review 92 298-303
9. Deffuant G, Amblard F, Weisbuch G, Faure T, 2002, "How can extremism prevail? A study based on the relative agreement interaction model" Journal of Artificial Societies and Social Simulation 5(4), http://jasss.soc.surrey.ac.uk/5/4/1.html
10. Domencich T, McFadden D, 1975 Urban Travel Demand (North-Holland, Amsterdam)
11. Dugundji E R, 2003, "Discrete choice on networks: nested logit", paper presented at the Graduate Workshop on Computations Economics, Santa Fe, NM, http://zia.hss.cmu.edu/econ/projects03.html
12. Dugundji E R, 2004, "Socio-dynamic discrete choice: analytical results for the nested logit model", paper presented at the International Conference on Complex Systems, Boston, MA, http://nesci.net/events/iccs/openconf/author/abstractbook.php
13. Dugundji E R, 2007, "Socio-dynamic discrete choice on networks: social influence in consumers' choice of transportation mode", paper presented at Frontiers in Transportation: Social Interactions, Amsterdam, http://www2.fmg.uva.nl/frontiers/2007/abstracts/dugundji.html
14. Dugundji E R, Gulyás L, 2003a, "Empirical estimation and multi-agent based simulation of a discrete choice model with network interaction effects", paper presented at the 8th International Conference on Computers in Urban Planning and UrbanManagement, Sendai; available from the authors
15. Dugundji E R, Gulyás L, 2003b, "An exploration of the role of global versus local and social versus spatial networks in transportation mode choice behavior in the Netherlands", paper presented at AGENT 2003: Challenges in Social Simulation, University of Chicago, Chicago, IL; available from the authors
16. Dugundji E R, Gulyás L, 2005, "Socio-dynamic discrete choice in an empirical example on intercity travel demand: an agent-based approach, analytical benchmark and some issues in estimation", paper presented at MUSD 2005: Workshop on Modeling Urban Social Dynamics, University of Surrey, Guildford; available from the authors
17. Dugundji E R, Walker J L, 2005, "Discrete choice with social and spatial network interdependencies: an empirical example using mixed GEV models with field and 'panel' effects" Transportation Research Record number 1921, 70-78
18. Dugundji E R, Kapoen L L, le Clercq F, Arentze TA, Timmermans H J P, Veldhuisen K J, 2001, "The long-term effects on multi-modal transportation networks: the residential choice behavior of households", paper presented at the 9th World Conference on Transportation Research, Seoul; available from the authors
19. Flache A, Hegselmann R, 2001, "Do irregular grids make a difference? Relaxing the spatial regularity assumption in cellular models of social dynamics" Journal of Artificial Societies and Social Simulation 4(4), http://www.soc.surrey.ac.uk/JASSS/4/4/6.html
20. Hedstrom P, 2004, "Social mechanisms and social dynamics", in Proceedings of AGENT 2004: Social Dynamics: Interaction, Reflexivity and Emergence University of Chicago, Chicago, IL, http://agent2007.anl.gov/proceedings/index.html
21. Hensher D A, Ton T, 2001, "TRESIS: a transportation, land use and environmental strategy impact simulator for urban areas", in Proceedings of the 9th World Conference on Transportation Research Seoul, http://www.wctrs.org
22. Hooimeijer P, van Ham M, 2000, "Leefbaarheid en buurtkwaliteit" [Livability and neighborhood quality], in Perspectief op Wonen: Raportage van het Woning Behoefte Onderzoek 1998 Ed. W Relou (Netherlands Ministry of Housing, Spatial Planning and the Environment, The Hague) pp 153-173
23. Joh C H, 2004 Measuring and Predicting Adaptation in Multidimensional Activity-travel Patterns PhD dissertation, Department of Architecture, Eindhoven University of Technology, Eindhoven
24. Krygsman S, 2004 Activity and Travel Choice(s) in Multimodal Public Transport Systems PhD dissertation, Department of Geography, University of Utrecht, Utrecht
25. Maat C, Timmermans H J P, Molin E, 2004, "A model of spatial structure, activity participation and travel behavior", in Proceedings of the 10th World Conference on Transportation Research Istanbul, http://www.wctrs.org
26. Manski C F, 1995 Identification Problems in the Social Sciences (Harvard University Press, Cambridge, MA)
27. Martinez F, Aguila F, 2004, "An optimal urban planning tool: subsidies and regulations", in Proceedings of the 10th World Conference on Transportation Research Istanbul, http://www.wctrs.org
28. Rahmandad H, Sterman J, 2004, "Heterogeneity and network structure in the dynamics of diffusion: comparing agent-based and differential equation models", Sloan WP 4512, MIT, Cambridge, MA
29. Rolfe M, 2004, "Social networks and simulations", in Proceedings of AGENT2004: Social Dynamics: Interaction, Reflexivity and Emergence University of Chicago, Chicago, IL, http://agent2007.anl.gov/proceedings/index.html
30. Stauffer D, 2001, "Monte Carlo simulations of Sznajd models" Journal of Artificial Societies and Social Simulation 5(1), http://www.soc.surrey.ac.uk/JASSS/5/1/4.html
31. Stauffer D, Sousa A, Chulze C, 2004, "Discretized opinion dynamics of the Deffuant model on scale-free networks" Journal of Artificial Societies and Social Simulation 7(3), http://jasss.soc.surrey.ac.uk/7/3/7.html
32. Timmermans H J P, Borgers A W J, van Dijk J, Oppewal H, 1992, "Residential choice behaviour of dual earner households: a decompositional joint choice model" Environment and Planning A 24 517-533
33. Timmermans H J P, Arentze T A, Dijst M, Dugundji E R, Joh C H, Kapoen L L, Krygsman S, Maat C, Veldhuisen K J, 2002, "AMADEUS: framework for developing a dynamic multiagent, multiperiod activity-based micro-simulation model of travel demand", paper in Proceedings of the 81st Annual Meeting of the Transportation Research Board Transportation Research Board, Washington, DC
34. Urbig D, 2003, "Attitude dynamics with limited verbalisation capabilities" Journal of Artificial Societies and Social Simulation 6(1), http://jasss.soc.surrey.ac.uk/6/1/2.html
35. Waddell P, 2002, "UrbanSim: modeling urban development for land use, transportation and environmental planning" Journal of the American Planning Association 68 297-314
36. 2 emissions of transport by reorganisation of urban activities", in Land Use, Transport and the Environment Eds Y Hayashi, J Roy (Kluwer Academic, Dordrecht) pp 103-124