Personnel scheduling planning method and device and computer storage medium

A personnel scheduling and planning technology, which is applied in computing, computing models, artificial life, etc., can solve problems such as unsatisfactory routes and low efficiency of personnel scheduling, and achieve the lowest total service cost, reduce errors, and improve efficiency

Pending Publication Date: 2021-01-01
深圳市北斗智能科技有限公司
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Problems solved by technology

However, the route assigned by the genetic algorithm is random, which leads to the unsatisfactory route obtained after the number of iterations meets the conditions.
At this time, scheduling according to this route will still lead to low efficiency of personnel scheduling

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  • Personnel scheduling planning method and device and computer storage medium
  • Personnel scheduling planning method and device and computer storage medium
  • Personnel scheduling planning method and device and computer storage medium

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Embodiment Construction

[0059] The following describes in detail the embodiments of the present invention, examples of which are illustrated in the accompanying drawings, wherein the same or similar reference numerals refer to the same or similar elements or elements having the same or similar functions throughout. The embodiments described below with reference to the accompanying drawings are exemplary, only used to explain the present invention, and should not be construed as a limitation of the present invention.

[0060] In the description of the present invention, the meaning of several is one or more, the meaning of multiple is two or more, greater than, less than, exceeding, etc. are understood as not including this number, above, below, within, etc. are understood as including this number. If it is described that the first and the second are only for the purpose of distinguishing technical features, it cannot be understood as indicating or implying relative importance, or indicating the number...

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Abstract

The invention discloses a personnel scheduling planning method and device and a computer storage medium. The personnel scheduling planning method comprises the following steps: obtaining a shortest path set between any two destinations in a destination set; processing each route in the shortest path set through a saving algorithm to obtain an initial route; processing the initial line through a genetic algorithm to obtain a second line; and processing the second line through a particle swarm algorithm to obtain an allocation line. Therefore, the personnel allocation route is obtained by combining the saving algorithm, the genetic algorithm and the particle swarm algorithm, errors caused by route planning through the probability of the genetic algorithm and the particle swarm algorithm canbe reduced, the allocation route scheme with the relatively lowest total service cost is obtained, and the personnel scheduling efficiency is improved.

Description

technical field [0001] The present invention relates to the field of route planning, in particular to a method, a device and a computer storage medium for personnel scheduling planning. Background technique [0002] With the development of the times, there are more and more door-to-door services. At present, due to unreasonable personnel distribution and unreasonable path planning, the total service cost of the overall on-site service has increased sharply. Although it is possible to use NP-hard solutions for allocation to improve the efficiency of personnel scheduling and slow down the growth rate of total service costs. However, with the increase of business volume, more and more information is processed in NP-hard, and traditional methods, such as manual experience method, linear programming method, dynamic programming method, etc., gradually cannot meet the needs of the problem. Although the path can be simply optimized by the saving algorithm and then used as the inpu...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q10/04G06N3/00G06N3/12
CPCG06Q10/06311G06Q10/047G06N3/006G06N3/126
Inventor 张帆张瑞白雪张鋆程博
Owner 深圳市北斗智能科技有限公司
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