书目名称 | Integration of Information and Optimization Models for Routing in City Logistics |
编辑 | Jan Fabian Ehmke |
视频video | |
概述 | Provides cutting-edge research to quantify the value of dynamic, time-dependent information for advanced vehicle routing in city logistics.Interweaves the usually distinct areas of traffic data collec |
丛书名称 | International Series in Operations Research & Management Science |
图书封面 |  |
描述 | .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.. |
出版日期 | Book 2012 |
关键词 | Data Mining; Information Retrieval; Logistics; Time Dependent Optimization; Traffic Data Collection; Urba |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4614-3628-7 |
isbn_softcover | 978-1-4899-9858-3 |
isbn_ebook | 978-1-4614-3628-7Series ISSN 0884-8289 Series E-ISSN 2214-7934 |
issn_series | 0884-8289 |
copyright | Springer Science+Business Media New York 2012 |