Pro-active Dynamic Vehicle Routing
Real-Time Control and Request-Forecasting Approaches to Improve Customer Service
(Sprache: Englisch)
This book deals with transportation processes denoted as the Real-time Distribution of Perishable Goods (RDOPG). The book presents three contributions that are made to the field of transportation. First, a model considering the minimization of customer...
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This book deals with transportation processes denoted as the Real-time Distribution of Perishable Goods (RDOPG). The book presents three contributions that are made to the field of transportation. First, a model considering the minimization of customer inconvenience is formulated. Second, a pro-active real-time control approach is proposed. Stochastic knowledge is generated from past request information by a new forecasting approach and is used in the pro-active approach to guide vehicles to request-likely areas before real requests arrive there. Various computational results are presented to show that in many cases the pro-active approach is able to achieve significantly improved results. Moreover, a measure for determining the structural quality of request data sets is also proposed. The third contribution of this book is a method that is presented for considering driver inconvenience aspects which arise from vehicle en-route diversion activities. Specifically, this method makes it possible to restrict the number of performed vehicle en-route diversion activities.
Inhaltsverzeichnis zu „Pro-active Dynamic Vehicle Routing “
Introduction.- Introduction to Tour Planning: Vehicle Routing and Related Problems.- The Considered RDOPG Applications.- Review of the Literature Related to the Considered RDOPG Applications.- A New Deterministic Real-Time Control Approach for RDOPG Applications.- A New Forecasting Approach for Generating Stochastic Knowledge.- The Proposed Tabu Search Solution Method. .- Computational Results.- Summary and Outlook on Future Work.- Appendix.- References.
Bibliographische Angaben
- Autor: Francesco Ferrucci
- 2015, 2013, LII, 319 Seiten, Maße: 15,6 x 23,7 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3642436900
- ISBN-13: 9783642436901
Sprache:
Englisch
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