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Integration of Information and Optimization Models for Routing in City Logistics

Integration of Information and Optimization Models for Routing in City Logistics

by Jan Ehmke
Hardback
Publication Date: 02/05/2012

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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.
ISBN:
9781461436270
9781461436270
Category:
Transport planning & policy
Format:
Hardback
Publication Date:
02-05-2012
Language:
English
Publisher:
Springer-Verlag New York Inc.
Country of origin:
United States
Pages:
198
Dimensions (mm):
235x155x18mm
Weight:
0.49kg

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