Agent-based negotiation model for long-term carpooling: A flexible mechanism for trip departure times

I. Hussain, L. Knapen, M. Arsalan Khan, T. Bellemans, D. Janssens, G. Wets

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In order to commute by carpooling, individuals need to communicate, negotiate and coordinate, and in most cases adapt their daily schedule to enable cooperation. Through negotiation, individuals (agents) can reach complex agreements in an iterative way. The success of negotiation highly depends on the lifestyle factors that influence the departure time decision of the individuals. This paper presents a conceptual design of an agent-based model of a set of candidate carpoolers that serves as a proof of concept and is an extension of a simple negotiation model for carpooling. The proposed model extends the previous one by incorporating a more realistic departure time preference function for each agent by taking; (i) traveling, (ii) socio-economic characteristics, and (iii) time pressure factors into account for a specific activity. From the simulation’s discussions, it is possible to portray the real picture of people’s preferences for selecting the optimal departure time. The Janus (multi-agent) platform is used for simulating the interactions of autonomous agents with their agenda. The future research will mainly focus on incorporating different daily activities in addition to work and home activities.

Original languageEnglish
Title of host publicationUrban Transport XXI
EditorsC. A. Brebbia, J. L. Miralles i Garcia
PublisherWIT Press
Pages461-473
Number of pages13
ISBN (Electronic)9781845648985
DOIs
Publication statusPublished - 2015
Event21st International Conference on Urban Transport and the Environment 2015 - Valencia, Spain
Duration: 2 Jun 20154 Jun 2015

Publication series

NameWIT Transactions on the Built Environment
Volume146
ISSN (Print)1746-4498
ISSN (Electronic)1743-3509

Conference

Conference21st International Conference on Urban Transport and the Environment 2015
Abbreviated titleUT 2015
Country/TerritorySpain
CityValencia
Period2/06/154/06/15

Keywords

  • Agent technology
  • Carpooling
  • Commuting
  • Departure time
  • Janus platform
  • Negotiation

ASJC Scopus subject areas

  • Architecture
  • Civil and Structural Engineering
  • Building and Construction
  • Automotive Engineering
  • Transportation
  • Safety, Risk, Reliability and Quality
  • Arts and Humanities (miscellaneous)
  • Safety Research
  • Computer Science Applications

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