Numerically controlled workshop automatic delivery vehicle scheduling method

A scheduling method and a technology for delivering vehicles, applied in data processing applications, instruments, logistics, etc., can solve problems such as low efficiency and single delivery method, achieve high convergence, achieve optimal scheduling, and improve utilization

Active Publication Date: 2013-09-04
NANJING UNIV OF AERONAUTICS & ASTRONAUTICS
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Problems solved by technology

[0018] The purpose of the present invention is to solve the problem of single and low efficiency in the logistics distribution method of the existing CNC workshop, according to the specific distribution of users in the data workshop and the special process of distribution, to invent a CNC workshop based on matrix scanning, golden section and genetic algorithm Automatic distribution vehicle scheduling method to solve the problems of vehicle task allocation and vehicle route optimization

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  • Numerically controlled workshop automatic delivery vehicle scheduling method
  • Numerically controlled workshop automatic delivery vehicle scheduling method
  • Numerically controlled workshop automatic delivery vehicle scheduling method

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Embodiment Construction

[0052] The present invention will be further described below in conjunction with the accompanying drawings and the distribution example in the numerical control workshop.

[0053] Such as figure 1 shown.

[0054] A method for scheduling automatic distribution vehicles in a numerical control workshop, comprising the following steps:

[0055] (1) The delivery center obtains the delivery instruction information. The delivery center refers to the place where materials are delivered in the CNC workshop. The delivery instruction information includes: user demand, user location, and delivery time window required by the user;

[0056] (2) According to the user's location and demand, under the condition of satisfying the load constraints of the distribution vehicles, the matrix scanning method is used to assign the distribution tasks of each user to different vehicles. According to the different scanning starting points, the scanning method produces different results. Vehicle task di...

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Abstract

A numerically controlled workshop automatic delivery vehicle scheduling method is characterized in that firstly, on the basis that constraint analysis and mathematical modeling are conducted on the vehicle scheduling problem in a numerically controlled workshop, an original matrix scanning method is adopted to distribute distribution tasks to vehicles, initial population of a subsequent genetic algorithm is obviously optimized, then, an optimal distribution sequence of a single vehicle is solved through the genetic algorithm, aiming at driving characteristics of distribution vehicles in the numerically controlled workshop, practical driving distances of the vehicles are calculated through an original coordinate addition-subtraction method with directions, optimal distribution time of the vehicles are obtained through a golden section method based on the prior fact, local convergence of the algorithm are avoided through an elitism retention strategy, and therefore an ideal vehicle scheduling optimizing scheme is obtained. According to the numerically controlled workshop automatic delivery vehicle scheduling method, the problem that an existing vehicle scheduling algorithm is low in efficiency due to specific distribution of user points and the special distribution process in the numerically controlled workshop is solved, and the algorithm is efficient and feasible.

Description

technical field [0001] The present invention relates to a kind of logistics technology, especially a kind of logistics distribution technology in numerical control processing workshop, specifically a kind of automatic distribution vehicle dispatching method of numerical control workshop based on matrix scanning, golden section and genetic algorithm, which uses matrix scanning The method assigns tasks to different vehicles and uses the genetic algorithm to solve the TSP (Traveling Salesman Problem, Traveling Salesman Problem) of a single vehicle, and finally obtains the optimal vehicle scheduling scheme. Background technique [0002] In the study of modern logistics distribution, the transportation scheduling problem, which is to effectively control the inventory cost, transportation cost and transportation time in the distribution, has become the core and goal of the research. The vehicle scheduling problem in logistics distribution is to deliver a reasonable quantity of goo...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/08G06Q50/28
Inventor 张丹徐锋张骋左敦稳吕荣水龚潺黄宇峰
Owner NANJING UNIV OF AERONAUTICS & ASTRONAUTICS
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