Virtual logistics transfer station site selection and distribution path optimization method based on intelligent algorithm
An intelligent algorithm and route optimization technology, applied in the field of logistics management, to achieve the effect of minimizing distribution costs
Pending Publication Date: 2022-02-01
成都知原点科技有限公司
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[0004] The purpose of the present invention is to overcome the shortcomings of the prior art, provide a virtual logistics transfer station site selection and distribution route optimization analysis method based on intelligent algorithms, and solve the logistics problems faced by existing small and medium-sized enterprises
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[0047] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only It is a part of the embodiments of this application, not all of them. The components of the embodiments of the application generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations. Therefore, the following detailed description of the embodiments of the application provided in conjunction with the accompanying drawings is not intended to limit the scope of the claimed application, but merely represents selected embodiments of the application. Based on the embodiments of the present application, all other embodiments obtained by those skilled in ...
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The invention relates to a virtual logistics transfer station site selection and distribution path optimization analysis method based on an intelligent algorithm. The method comprises the following steps: dividing a distribution route into M segments, setting a virtual distribution center for each segment, distributing the distribution points of the route to the virtual distribution centers, and obtaining the coordinate data of each virtual distribution center and distribution point; determining an optimal path for connecting all virtual distribution centers and an optimal path for connecting each virtual distribution center and all subordinate distribution points according to a simulated annealing algorithm; and connecting the optimal paths generated in the above steps to obtain an optimal distribution path. The virtual logistics transfer stations are established, the virtual distribution centers are determined according to the coordinates of the distribution points, the optimal paths among the virtual distribution centers and the optimal paths from each virtual distribution center to the distribution points in the range to which the virtual distribution centers belong are planned, and the distribution path with the shortest total distance can be planned compared with a manual planning path, so the distribution cost of the logistics enterprise is minimized.
Description
technical field [0001] The invention relates to the technical field of logistics management, in particular to a method for selecting the location of a transfer station of a virtual logistics center and optimizing a distribution route based on an intelligent algorithm. Background technique [0002] Logistics refers to the efficient transportation process of products from the place of production to the place of consumption. With the rapid development of Internet of Things business, online shopping has become an indispensable environment in life. However, behind the vigorous development of Internet business and online shopping is increasingly important logistics industry. [0003] How to effectively improve the logistics efficiency and reduce the transportation time and distance of products are all issues that managers are very concerned about; for large enterprises, they can use a lot of financial and material resources to ensure the logistics efficiency of their products, but...
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IPC IPC(8): G06Q10/04G06Q10/08G06N3/00
CPCG06Q10/047G06Q10/08355G06N3/006
Inventor 张忆王鸣晖邓蔚杨记军
Owner 成都知原点科技有限公司