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Cable production scheduling method based on discrete Jaya algorithm

A production scheduling and algorithm technology, applied in computing, genetic models, genetic laws, etc., to solve problems such as complex production processes

Active Publication Date: 2021-09-10
浙江盘盘科技有限公司
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Due to the wide variety of cable products and complex production processes, the m

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  • Cable production scheduling method based on discrete Jaya algorithm
  • Cable production scheduling method based on discrete Jaya algorithm
  • Cable production scheduling method based on discrete Jaya algorithm

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Abstract

The invention discloses a cable production scheduling method based on a discrete Jaya algorithm, and provides the discrete Jaya algorithm by establishing a problem mathematical model with the purpose of minimizing the maximum completion time aiming at the cable production scheduling optimization problem. Under a Jaya algorithm framework, an efficient solution individual coding and decoding strategy combined with problem characteristics is provided, a field search strategy is improved through a path relinking method, and the algorithm is guided to search a problem space more effectively, the algorithm performance is improved, so the maximum completion time is minimized. By reasonably arranging the processing equipment and the time sequence of each order procedure, the cable production scheduling is optimized, so that the production and management efficiency of the traditional cable industry is effectively improved. By providing a reasonable scheduling scheme, the product manufacturing period is shortened, the working efficiency of personnel and the equipment utilization rate are effectively improved, and the energy and material loss is reduced, so that the purposes of reducing the cost and improving the economic benefit are achieved. And meanwhile, the market competitiveness of cable enterprises is improved, and the realization of digital and intelligent management targets of the cable enterprises is promoted.

Description

technical field [0001] The invention belongs to the technical field of cable production scheduling, and in particular relates to a cable production scheduling method based on a discrete Jaya algorithm. Background technique [0002] Wire and cable have been widely used in construction, communication, energy, transportation and other industrial fields. As a traditional manufacturing industry, the cable production line has the characteristics of many types of products and complex management. The production management is still mainly based on manual experience. As a result, the level of digitalization and intelligent management of my country's cable companies is generally not high, which seriously affects the efficiency and competitiveness of enterprises. Therefore, it is of great significance to study and analyze complex engineering problems in the cable production process and propose corresponding solutions to promote the digital transformation and upgrading of traditional ente...

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Application Information

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IPC IPC(8): G06F30/18G06F30/20G06Q10/04G06Q10/06G06Q50/04G06N3/12G06F113/16
CPCG06F30/18G06F30/20G06Q10/04G06Q10/0631G06Q50/04G06N3/126G06F2113/16Y02P90/30
Inventor 卢俊烨
Owner 浙江盘盘科技有限公司
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