Designing Urban Road Congestion Charging Systems : Models and Heuristic Solution Approaches

The question of how to design a congestion pricing scheme is difficult to answer and involves a number of complex decisions. This thesis is devoted to the quantitative parts of designing a congestion pricing scheme with link tolls in an urban car traffic network. The problem involves finding the num...

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Main Author: Ekström, Joakim
Format: Others
Language:English
Published: Linköpings universitet, Institutionen för teknik och naturvetenskap 2008
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-15747
http://nbn-resolving.de/urn:isbn:978-91-7393-732-0
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spelling ndltd-UPSALLA1-oai-DiVA.org-liu-157472013-09-13T04:31:11ZDesigning Urban Road Congestion Charging Systems : Models and Heuristic Solution ApproachesengEkström, JoakimLinköpings universitet, Institutionen för teknik och naturvetenskapNorrköping : Linköping University Electronic Press2008transport modelingcongestion pricingnetwork designbi-level optimizationtoll locationstraffic assignmentuser equilibriumcollection costTECHNOLOGYTEKNIKVETENSKAPThe question of how to design a congestion pricing scheme is difficult to answer and involves a number of complex decisions. This thesis is devoted to the quantitative parts of designing a congestion pricing scheme with link tolls in an urban car traffic network. The problem involves finding the number of tolled links, the link toll locations and their corresponding toll level. The road users are modeled in a static framework, with elastic travel demand. Assuming the toll locations to be fixed, we recognize a level setting problem as to find toll levels which maximize the social surplus. A heuristic procedure based on sensitivity analysis is developed to solve this optimization problem. In the numerical examples the heuristic is shown to converge towards the optimum for cases when all links are tollable, and when only some links are tollable. We formulate a combined toll location and level setting problem as to find both toll locations and toll levels which maximize the net social surplus, which is the social surplus minus the cost of collecting the tolls. The collection cost is assumed to be given for each possible toll location, and to be independent of toll level and traffic flow. We develop a new heuristic method which is based on repeated solutions of an approximation to the combined toll location and level setting problem. Also, a known heuristic method for locating a fixed number of toll facilities is extended, to find the optimal number of facilities to locate. Both heuristics are evaluated on two small networks, where our approximation procedure shows the best results. Our approximation procedure is also employed on the Sioux Falls network. The result is compared with different judgmental closed cordon structures, and the solution suggested by our method clearly improves the net social surplus more than any of the judgmental cordons. Licentiate thesis, monographinfo:eu-repo/semantics/masterThesistexthttp://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-15747urn:isbn:978-91-7393-732-0Local LIU-TEK-LIC-2008:49Linköping Studies in Science and Technology. Thesis, 0280-7971 ; 1391application/pdfinfo:eu-repo/semantics/openAccess
collection NDLTD
language English
format Others
sources NDLTD
topic transport modeling
congestion pricing
network design
bi-level optimization
toll locations
traffic assignment
user equilibrium
collection cost
TECHNOLOGY
TEKNIKVETENSKAP
spellingShingle transport modeling
congestion pricing
network design
bi-level optimization
toll locations
traffic assignment
user equilibrium
collection cost
TECHNOLOGY
TEKNIKVETENSKAP
Ekström, Joakim
Designing Urban Road Congestion Charging Systems : Models and Heuristic Solution Approaches
description The question of how to design a congestion pricing scheme is difficult to answer and involves a number of complex decisions. This thesis is devoted to the quantitative parts of designing a congestion pricing scheme with link tolls in an urban car traffic network. The problem involves finding the number of tolled links, the link toll locations and their corresponding toll level. The road users are modeled in a static framework, with elastic travel demand. Assuming the toll locations to be fixed, we recognize a level setting problem as to find toll levels which maximize the social surplus. A heuristic procedure based on sensitivity analysis is developed to solve this optimization problem. In the numerical examples the heuristic is shown to converge towards the optimum for cases when all links are tollable, and when only some links are tollable. We formulate a combined toll location and level setting problem as to find both toll locations and toll levels which maximize the net social surplus, which is the social surplus minus the cost of collecting the tolls. The collection cost is assumed to be given for each possible toll location, and to be independent of toll level and traffic flow. We develop a new heuristic method which is based on repeated solutions of an approximation to the combined toll location and level setting problem. Also, a known heuristic method for locating a fixed number of toll facilities is extended, to find the optimal number of facilities to locate. Both heuristics are evaluated on two small networks, where our approximation procedure shows the best results. Our approximation procedure is also employed on the Sioux Falls network. The result is compared with different judgmental closed cordon structures, and the solution suggested by our method clearly improves the net social surplus more than any of the judgmental cordons.
author Ekström, Joakim
author_facet Ekström, Joakim
author_sort Ekström, Joakim
title Designing Urban Road Congestion Charging Systems : Models and Heuristic Solution Approaches
title_short Designing Urban Road Congestion Charging Systems : Models and Heuristic Solution Approaches
title_full Designing Urban Road Congestion Charging Systems : Models and Heuristic Solution Approaches
title_fullStr Designing Urban Road Congestion Charging Systems : Models and Heuristic Solution Approaches
title_full_unstemmed Designing Urban Road Congestion Charging Systems : Models and Heuristic Solution Approaches
title_sort designing urban road congestion charging systems : models and heuristic solution approaches
publisher Linköpings universitet, Institutionen för teknik och naturvetenskap
publishDate 2008
url http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-15747
http://nbn-resolving.de/urn:isbn:978-91-7393-732-0
work_keys_str_mv AT ekstromjoakim designingurbanroadcongestionchargingsystemsmodelsandheuristicsolutionapproaches
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