ENGLISH

Integration of Information and Optimization Models for Routing in City Logistics

By Jan Fabian Ehmke (auth.)

Book information

Publisher
Springer-Verlag New York
Year
2012
ISBN
978-1-4614-3627-0, 978-1-4614-3628-7
DOI
10.1007/978-1-4614-3628-7
Language
english
Format
PDF
Filesize
9 MB (9336773 bytes)
Series
International Series in Operations Research & Management Science 177
Edition
1
Pages
198\195
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
Operations Research/Decision Theory; Data Mining a

Description

​As urban congestion continues to be an ever increasing problem, routing in these settings has become an important area of operations research. This monograph provides cutting-edge research, utilizing the recent advances in technology, to quantify the value of dynamic, time-dependent information for advanced vehicle routing in city logistics. The methodology of traffic data collection is enhanced by GPS based data collection, resulting in a comprehensive number of travel time records. Data Mining is also applied to derive dynamic information models as required by time-dependent optimization. Finally, well-known approaches of vehicle routing are adapted in order to handle dynamic information models. This book interweaves the usually distinct areas of traffic data collection, information retrieval and time-dependent optimization by an integrated methodological approach, which refers to synergies of Data Mining and Operations Research techniques by example of city logistics applications. These procedures will help improve the reliability of logistics services in congested urban areas.​

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