Exploring Pareto Routes in Multi-Criteria Urban Bicycle Routing
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F14%3A00223713" target="_blank" >RIV/68407700:21230/14:00223713 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6957951" target="_blank" >http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6957951</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Exploring Pareto Routes in Multi-Criteria Urban Bicycle Routing
Original language description
To properly account for a broad range of routechoice factors in bicycle route planning, a multi-criteria optimization framework is needed. Unfortunately, in contrast to other categories of routing problems, optimal multi-criteria search has not yet beendeveloped for bicycle routing. In this paper, we address this gap and provide a multi-criteria formulation of the bicycle routing problem and an optimum multi-label correcting algorithm for finding a full set of Pareto routes. To reduce the potentially very large number of Pareto solutions, we introduce a route selection algorithm, based on hierarchical clustering, for extracting a small representative subset of Pareto routes. We empirically evaluate our approach on a real-world cycleway network. We explore the size and structure of the set of Pareto routes and demonstrate the capability of our method to generate a practical set of bicycle routes in realistic conditions.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
<a href="/en/project/7E12065" target="_blank" >7E12065: SUstainable and PERsuasive Human Users moBility in future cities</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 17th International Conference on Intelligent Transportation Systems
ISBN
978-1-4799-6078-1
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
1781-1787
Publisher name
IEEE
Place of publication
Piscataway
Event location
Qingdao
Event date
Oct 8, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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