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Titlebook: Approximate Dynamic Programming for Dynamic Vehicle Routing; Marlin Wolf Ulmer Book 2017 Springer International Publishing AG 2017 Operati

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發(fā)表于 2025-3-21 18:13:01 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱Approximate Dynamic Programming for Dynamic Vehicle Routing
影響因子2023Marlin Wolf Ulmer
視頻videohttp://file.papertrans.cn/161/160368/160368.mp4
發(fā)行地址First monograph to provide a comprehensive overview of stochastic dynamic vehicle routing problems (SDVRPs).Demonstrates the advantages of the approximate dynamic programming (ADP) compared to convent
學(xué)科分類Operations Research/Computer Science Interfaces Series
圖書封面Titlebook: Approximate Dynamic Programming for Dynamic Vehicle Routing;  Marlin Wolf Ulmer Book 2017 Springer International Publishing AG 2017 Operati
影響因子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 anticipatory methods of ADP tailored to the needs of dynamic vehicle routing. ?Since stochastic dynamic optimization is often complex and may not always be intuitive on first glance, the author accompanies the ADP-methodology with illustrative examples from the field of SDVRPs..The second part of this book then depicts the application of the theory to a specific SDVRP. The process starts from the real-world application. The author describes a SDVRP with stochastic customer requests often addressed in the literature, ?and then shows in detail how this problem can be modeled as a Markov decision pr
Pindex Book 2017
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發(fā)表于 2025-3-21 22:32:45 | 只看該作者
Modelinguting’s planning situation. We model uncertainty as .. We give a short overview on how the main drivers of uncertainty generally are modeled in the literature in Sect. .. We finally give an overview on how SDVRPs are modeled as MDPs in Sect. ..
板凳
發(fā)表于 2025-3-22 03:09:19 | 只看該作者
1387-666X he approximate dynamic programming (ADP) compared to conventThis 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 particul
地板
發(fā)表于 2025-3-22 05:18:12 | 只看該作者
Martin Kotula,Christian Michalakuting’s planning situation. We model uncertainty as .. We give a short overview on how the main drivers of uncertainty generally are modeled in the literature in Sect. .. We finally give an overview on how SDVRPs are modeled as MDPs in Sect. ..
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發(fā)表于 2025-3-22 09:51:29 | 只看該作者
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發(fā)表于 2025-3-22 14:51:38 | 只看該作者
Rich Vehicle Routing: Applicationsment for planning. We focus on routing in urban environments. The main purpose of this section is to give an overview of the important entities and underlying components in RVRPs as well as the most common objectives, constraints, and main drivers of uncertainty.
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發(fā)表于 2025-3-22 20:19:24 | 只看該作者
Anticipationon is to incorporate a predictive lookahead model of future stochasticity and decision making in the solution approach. Further, we present a classification for approaches based on their degree of anticipation.
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發(fā)表于 2025-3-23 00:45:31 | 只看該作者
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發(fā)表于 2025-3-23 01:27:40 | 只看該作者
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發(fā)表于 2025-3-23 05:57:45 | 只看該作者
Computational Evaluationt.?.. In Sect.?., we compare the approaches providing non-reactive anticipation with the offline reactive anticipatory ATB. We use the findings to analyze ATB in detail in Sect.?. and to compare ATB with the online reactive anticipatory approaches in Sect.?..
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