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A Vehicle Routing Algorithm [PDF]
Management Research News, 1982 The Vehicle Scheduling Problem (VSP) is to assign specific routes to a fleet of delivery vehicles so that management's standards of operational efficiency and customer service are both satisfied. The basic format requires all carriers to operate from a common depot and to furnish any particular order with a single drop. In addition, total loads must be
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Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning
IEEE transactions on intelligent transportation systems (Print), 2019Online vehicle routing is an important task of the modern transportation service provider. Contributed by the ever-increasing real-time demand on the transportation system, especially small-parcel last-mile delivery requests, vehicle route generation is ...
James J. Q. Yu, Wen Yu, Jiatao Gu
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European Journal of Operational Research, 1996
Abstract The purpose of this review article is to provide a summary of the scientific literature on stochastic vehicle routing problems. The main problems are described within a broad classification scheme and the most important contributions are summarized in table form.
René Séguin +4 more
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Abstract The purpose of this review article is to provide a summary of the scientific literature on stochastic vehicle routing problems. The main problems are described within a broad classification scheme and the most important contributions are summarized in table form.
René Séguin +4 more
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Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem
European Conference on Artificial Intelligence, 2019Learning how to automatically solve optimization problems has the potential to provide the next big leap in optimization technology. The performance of automatically learned heuristics on routing problems has been steadily improving in recent years, but ...
André Hottung, Kevin Tierney
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2022
This thesis was scanned from the print manuscript for digital preservation and is copyright the author. Researchers can access this thesis by asking their local university, institution or public library to make a request on their behalf. Monash staff and postgraduate students can use the link in the References field.
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This thesis was scanned from the print manuscript for digital preservation and is copyright the author. Researchers can access this thesis by asking their local university, institution or public library to make a request on their behalf. Monash staff and postgraduate students can use the link in the References field.
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The Vehicle Routing Problem with Conflicts
IFAC Proceedings Volumes, 2011The Vehicle Routing Problem (VRP) is a classical problem for which several exact and approximation methods were proposed. In real life applications, such as in Hazardous Material transportation, transported items may be incompatible. This paper summarizes the first methods developed for this extension called the Vehicle Routing Problem with Conflicts ...
Hamdi-Dhaoui, Khaoula +2 more
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Vehicle routing problems over time: a survey
Annals of Operations Research, 2022A. Mor, M. Speranza
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Exact Branch-Price-and-Cut Algorithms for Vehicle Routing
Transportation Science, 2018Vehicle routing problems (VRPs) are among the most studied problems in operations research. Nowadays, the leading exact algorithms for solving many classes of VRPs are branch-price-and-cut algorith...
Luciano Costa +2 more
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Journal of the Operational Research Society, 1984
No single approach to vehicle routeing has either the sophistication or the flexibility needed to tackle many real problems. Interactive routeing which emphasizes the experience of human schedulers may prove helpful. The main requirement would be that computers assist rather than replace humans.
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No single approach to vehicle routeing has either the sophistication or the flexibility needed to tackle many real problems. Interactive routeing which emphasizes the experience of human schedulers may prove helpful. The main requirement would be that computers assist rather than replace humans.
openaire +2 more sources
Offline-Online Approximate Dynamic Programming for Dynamic Vehicle Routing with Stochastic Requests
Transportation Science, 2019Although increasing amounts of transaction data make it possible to characterize uncertainties surrounding customer service requests, few methods integrate predictive tools with prescriptive optimization procedures to meet growing demand for small-volume
M. Ulmer +3 more
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