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Book Cover
E-book
Author Ferrucci, Francesco, 1980-

Title Pro-active dynamic vehicle routing : real-time control and request-forecasting approaches to improve customer service / Francesco Ferrucci
Published Berlin ; New York : Physica-Verlag, ©2013

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Description 1 online resource
Series Contributions to management science, 1431-1941
Contributions to management science.
Contents 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 from Past Request Information and Utilizing the Stochastic Knowledge -- The Proposed Tabu Search Solution Method -- Computational Results -- Summary and Outlook on Future Work
Summary 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
Analysis Economics
Computer simulation
Operations research
Economics/Management Science
Operation Research/Decision Theory
Production/Logistics/Supply Chain Management
Simulation and Modeling
Bibliography Includes bibliographical references and index
Subject Vehicle routing problem.
Shipment of goods -- Mathematical models
MATHEMATICS -- Applied.
MATHEMATICS -- Probability & Statistics -- General.
Science économique.
Affaires.
Shipment of goods -- Mathematical models
Vehicle routing problem
Genre/Form dissertations.
Academic theses
Academic theses.
Thèses et écrits académiques.
Form Electronic book
ISBN 9783642334726
3642334725