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Resource scheduling method and device and computer readable storage medium

A resource scheduling and computer program technology, applied in the field of communication, can solve problems such as uneven task allocation, unreasonable path planning, idle and waste of field resources, etc., and achieve the goal of improving resource scheduling efficiency, avoiding uneven task allocation, and reasonable task allocation Effect

Active Publication Date: 2020-02-21
CHINA UNITED NETWORK COMM GRP CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the process of task allocation, it is easy to have uneven task allocation and idle resources in the field; in the process of path planning, whether the planning is reasonable depends on the optimization experience of the field personnel and the familiarity with the area, and there is a lack of standardized planning process
[0004] In summary, the existing resource scheduling schemes are prone to uneven task distribution and unreasonable path planning, which in turn leads to low resource scheduling efficiency.

Method used

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  • Resource scheduling method and device and computer readable storage medium
  • Resource scheduling method and device and computer readable storage medium
  • Resource scheduling method and device and computer readable storage medium

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Embodiment approach

[0067] In this embodiment, when the number of tasks in the task group to be processed is greater than or equal to the second preset value, it can be considered as a relatively large task cluster. Assuming that the second preset value is 10, and M≥10, the genetic algorithm is used Do path planning. The implementation of path planning using genetic algorithm is as follows:

[0068] Step 4020, establish an initial population C={c with a size of N=5M 1 ,c 2 …c N}, each element in the set C represents a path for traversing tasks, such as c 1 =(1,2...M), which means the path is q 0 -q 1 -q 2 -q 2 ...q M , it should be noted that the path traversed in this embodiment always starts from the starting point q 0 start. For the initial population C, the elements it contains are called individuals, individual c i task q in i the priority of the means that for all individuals c i have This ensures that the traversal path is from high priority to low priority.

[0069] Step 4...

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Abstract

The embodiment of the invention provides a resource scheduling method and device and a computer readable storage medium. The method comprises the steps of obtaining a task set, wherein the task set comprises a plurality of to-be-processed tasks; clustering the plurality of to-be-processed tasks based on the geographic positions of the plurality of to-be-processed tasks and the number of availableresource groups to obtain a plurality of to-be-processed task groups; allocating resource groups to the plurality of to-be-processed task groups; and planning a route for a plurality of tasks in the to-be-processed task group, so that the resource group processes each to-be-processed task according to the planned route. The embodiment of the invention can improve the resource scheduling efficiency.

Description

technical field [0001] The embodiments of the present application relate to the field of communication technologies, and in particular, to a resource scheduling method, device, and computer-readable storage medium. Background technique [0002] As the demand for wireless network services increases, the scale and complexity of wireless networks also need to continue to increase. In this case, in order to provide high-quality networks and improve users' online experience, the workload of wireless network optimization has also increased significantly. The optimization of the wireless network requires the use of field resources for testing, adjustment, survey, etc. [0003] The traditional field resource scheduling method is roughly divided into four processes: task assignment, path planning, task execution and task feedback. At present, field resource scheduling is mainly done by manual task assignment, and then regional contracting is carried out by the field resource group. ...

Claims

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Application Information

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IPC IPC(8): G06Q10/06G06Q10/04G06Q50/32
CPCG06Q10/06311G06Q10/06313G06Q10/047G06Q50/60
Inventor 姚瀚杨翊苗岩梁师铭柯腾辉戴鹏周壮程小闯蔡勇王志铭
Owner CHINA UNITED NETWORK COMM GRP CO LTD