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Pro-active Dynamic Vehicle Routing: Real-Time Control and Request-Forecasting Approaches to Improve Customer Service: Contributions to Management Science

Autor Francesco Ferrucci
en Limba Engleză Hardback – 16 mar 2013
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.​
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Specificații

ISBN-13: 9783642334719
ISBN-10: 3642334717
Pagini: 372
Ilustrații: LII, 319 p.
Dimensiuni: 155 x 235 x 26 mm
Greutate: 0.69 kg
Ediția:2013
Editura: Springer Berlin, Heidelberg
Colecția Physica
Seria Contributions to Management Science

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

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.                           ​

Textul de pe ultima copertă

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.​

Caracteristici

Comprehensive introduction to routing problems New state-of-the-art approaches for controlling transportation processes in real-time and for generating stochastic knowledge solely from past request information A new measure for automatically determining the applicability of pro-active real-time control approaches depending on a given request data set, and a new method for limiting en-route diversion activities? Includes supplementary material: sn.pub/extras