Approximate Dynamic Programming for Dynamic Vehicle Routing /
This book provides a straightforward overview for every researcher interested in stochastic dynamic vehicle routing problems (SDVRPs). The book is written for both the applied researcher looking for suitable solution approaches for particular problems as well as for the theoretical researcher lookin...
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Main Authors: | |
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Corporate Authors: | |
Published: |
Springer International Publishing : Imprint: Springer,
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Publisher Address: | Cham : |
Publication Dates: | 2017. |
Literature type: | eBook |
Language: | English |
Series: |
Operations Research/Computer Science Interfaces Series,
61 |
Subjects: | |
Online Access: |
http://dx.doi.org/10.1007/978-3-319-55511-9 |
Summary: |
This book provides a straightforward overview for every researcher interested in stochastic dynamic vehicle routing problems (SDVRPs). The book is written for both the applied researcher looking for suitable solution approaches for particular problems as well as for the theoretical researcher looking for effective and efficient methods of stochastic dynamic optimization and approximate dynamic programming (ADP). To this end, the book contains two parts. In the first part, the general methodology required for modeling and approaching SDVRPs is presented. It presents adapted and new, general a |
Carrier Form: | 1 online resource (XXV, 197 pages): illustrations. |
ISBN: | 9783319555119 |
Index Number: | HD30 |
CLC: | C934 |
Contents: | Introduction -- Part I: Dynamic Vehicle Routing -- Rich Vehicle Routing: Environment -- Rich Vehicle Routing: Applications -- Modeling -- Anticipatory -- Solution Approaches -- Literature Classification -- Part II: Stochastic Customer Requests -- Motivation -- SDVRP with Stochastic Requests -- Solution Algorithms -- Computational Evaluation -- Conclusion and Outlook. |