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Multi-criteria evaluation of optimal signal strategies using traffic simulation and evolutionary algorithms
KTH, School of Architecture and the Built Environment (ABE), Civil and Architectural Engineering, Transport planning.ORCID iD: 0000-0001-5526-4511
2012 (English)In: iEMSs 2012 - Managing Resources of a Limited Planet: Proceedings of the 6th Biennial Meeting of the International Environmental Modelling and Software Society, 2012, p. 120-127Conference paper, Published paper (Refereed)
Abstract [en]

As a result of the continuous increase of motor vehicles in city areas, sustainability of road traffic in terms of energy and emission has become, in addition to mobility, one important aspect in the planning and management of transportation. This paper introduces a computational framework to model traffic impacts and optimize traffic control measures by integrating microscopic traffic simulator with instantaneous emission model and multi-objective evolutionary algorithm. The approach is applied for evaluation and improvement of traffic management measures mainly traffic signal plans, concerning not only travel delay but also energy and environmental consequences. A case study is presented to show the Pareto frontiers estimated using different strategies, or combination of optimization objectives.

Place, publisher, year, edition, pages
2012. p. 120-127
Keywords [en]
Energy efficiency, Environment, Mobility, Multi-objective optimization, Traffic signal control
National Category
Transport Systems and Logistics
Identifiers
URN: urn:nbn:se:kth:diva-306603Scopus ID: 2-s2.0-84894220771OAI: oai:DiVA.org:kth-306603DiVA, id: diva2:1632690
Conference
6th Biennial Meeting of the International Environmental Modelling and Software Society: Managing Resources of a Limited Planet, iEMSs 2012, 1 July 2012 through 5 July 2012, Leipzig
Note

Part of proceedings: ISBN 978-88-903574-2-8

QC 20220127

Available from: 2022-01-27 Created: 2022-01-27 Last updated: 2022-06-25Bibliographically approved

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Ma, Xiaoliang

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CiteExportLink to record
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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf