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Negotiating on location, timing, duration, and participant in agent-mediated joint activity-travel scheduling

Author

Listed:
  • Huiye Ma
  • Nicole Ronald
  • Theo Arentze
  • Harry Timmermans
Abstract
Agent-based simulation has become an important modeling approach in activity-travel analysis. Social activities account for a large amount of travel and have an important effect on activity-travel scheduling. Participants in joint activities usually have various options regarding location, participants, and timing and take different approaches to make their decisions. In this context, joint activity participation requires negotiation among agents involved, so that conflicts among the agents can be addressed. Existing mechanisms do not fully provide a solution when utility functions of agents are nonlinear and non-monotonic. Considering activity-travel scheduling in time and space as an application, we propose a novel negotiation approach, which takes into account these properties, such as continuous and discrete issues, and nonlinear and non-monotonic utility functions, by defining a concession strategy and a search mechanism. The results of experiments show that agents having these properties can negotiate efficiently. Furthermore, the negotiation procedure affects individuals’ choices of location, timing, duration, and participants. Copyright Springer-Verlag 2013

Suggested Citation

  • Huiye Ma & Nicole Ronald & Theo Arentze & Harry Timmermans, 2013. "Negotiating on location, timing, duration, and participant in agent-mediated joint activity-travel scheduling," Journal of Geographical Systems, Springer, vol. 15(4), pages 427-451, October.
    • Handle: RePEc:kap:jgeosy:v:15:y:2013:i:4:p:427-451
    DOI: 10.1007/s10109-012-0173-0
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    References listed on IDEAS

    as
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    8. Grigolon, Anna B. & Kemperman, Astrid D.A.M. & Timmermans, Harry J.P., 2012. "The influence of low-fare airlines on vacation choices of students: Results of a stated portfolio choice experiment," Tourism Management, Elsevier, vol. 33(5), pages 1174-1184.
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    Cited by:

    1. Arentze, Theo A., 2015. "Individuals' social preferences in joint activity location choice: A negotiation model and empirical evidence," Journal of Transport Geography, Elsevier, vol. 48(C), pages 76-84.
    2. Seyed Morsal Ghavami & Mohammad Taleai, 2017. "Towards a conceptual multi-agent-based framework to simulate the spatial group decision-making process," Journal of Geographical Systems, Springer, vol. 19(2), pages 109-132, April.

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    More about this item

    Keywords

    Negotiation; Nonlinearity; Activity-travel scheduling; Joint activity participation; Multi-agent simulation; C61;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis

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