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Integration of Information and Optimization Models for Routing in City Logistics. シティロジスティクスにおけるルーティングのための 情報の統合と最適化モデル
・ISBN 978-1-4614-3627-0 hard EUR 99.99
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| 著者・編者 | Ehmke, Jan Fabian, |
|---|---|
| シリーズ | International Series in Operations Research and Management Science |
| 出版社 | (Springer, US) |
| 出版年月 | 2012 |
| ページ数 | xi, 197 pp. |
| 言語 | ENG |
| ニュース番号 | ＜595-585＞ |
解説
?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.?