A Framework for a Multimodal Transportation Network: An Agent-based Model Approach

Abstract Mobility and commuting in metropolitan areas are very expensive, highly polluted and time wasting. The Four Step Model (FSM) is the key model to analyze a Transportation Network. However, being the FSM a combination of several models, combining them in one model have rarely been applied. To deal with this problem an Agent-Based Model (ABM) is proposed. An ABM uses the metaphor of autonomous agents and so, they can be a handful tool for combining different models in one. Therefore, this model can be used as a tool for simulation and integrate the FSM in one model. Here we present the preliminary results of this approach.

[1]  Hani S. Mahmassani,et al.  A structural state space model for real-time traffic origin–destination demand estimation and prediction in a day-to-day learning framework , 2007 .

[2]  Sean Luke,et al.  History-based traffic control , 2006, AAMAS '06.

[3]  Birgit Müller,et al.  A standard protocol for describing individual-based and agent-based models , 2006 .

[4]  Cathy Hawes,et al.  Asynchronous and synchronous updating in individual-based models , 2008 .

[5]  T. Koopmans,et al.  Studies in the Economics of Transportation. , 1956 .

[6]  M. Janssen,et al.  Multi-Agent Systems for the Simulation of Land-Use and Land-Cover Change: A Review , 2003 .

[7]  Moshe E. Ben-Akiva,et al.  Alternative Approaches for Real-Time Estimation and Prediction of Time-Dependent Origin-Destination Flows , 2000, Transp. Sci..

[8]  Yosef Sheffi,et al.  Urban Transportation Networks: Equilibrium Analysis With Mathematical Programming Methods , 1985 .

[9]  Steven F. Railsback,et al.  Concepts from complex adaptive systems as a framework for individual-based modelling , 2001 .

[10]  Klemens Böhm,et al.  Agent-Based Traffic Control Using Auctions , 2007, CIA.

[11]  Juval Portugali Free Agents in a Cellular Space , 2000 .

[12]  Ana L. C. Bazzan,et al.  A review on agent-based technology for traffic and transportation , 2013, The Knowledge Engineering Review.

[13]  Sascha Ossowski,et al.  A Computational Market for Distributed Control of Urban Road Traffic Systems , 2011, IEEE Transactions on Intelligent Transportation Systems.

[14]  Klemens Böhm,et al.  Valuation-Aware Traffic Control , 2009, Multi-Agent Systems for Traffic and Transportation Engineering.

[15]  J. Gareth Polhill,et al.  The ODD protocol: A review and first update , 2010, Ecological Modelling.

[16]  Kan Chen,et al.  Urban Modeling , 1972, IEEE Trans. Syst. Man Cybern..

[17]  Michael G. McNally,et al.  The Four Step Model , 2007 .