Production Scheduling Optimization of Garment Intelligent Manufacturing System Based on Big Data

Abstract

In order to improve the efficiency of cloth laying and cutting integrated production process, this article proposes a method of optimal scheduling of cloth laying and cutting garment production system process based on big data and genetic algorithm. The chromosomes in the algorithm are expressed by real strings. The method of bit string crossover and mutation is used to solve the premature problem of the algorithm. The experimental results show that the actual cutting time of the plan is 736 min, and the total idle time is 113 min. The idle time occurs in processes 25, 28, 34, 35, and 31, respectively. The cutting time of the plan arranged by the genetic algorithm is 627 min, and there is no idle time. Conclusion. This method can effectively solve the optimal scheduling problem of the cloth laying and cutting production process.

Business intelligence adoption among small apparel retailers in KwaZulu-Natal

“…However, it has been noted that the SMMEs in this industry frequently struggle with innovation due to their lack of education as running a small business requires little to know formal education. (Sun and Cao, 2022) concur, stating that despite the important role that the clothing industry plays in China's economic growth, many apparel manufacturers still stick to traditional business methods, thereby failing to optimise their processes and progress as they should. This serves to exacerbate problems with competitiveness.…”

Retracted: Production Scheduling Optimization of Garment Intelligent Manufacturing System Based on Big Data

“…This article has been retracted by Hindawi following an investigation undertaken by the publisher [ 1 ]. This investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process: Discrepancies in scope Discrepancies in the description of the research reported Discrepancies between the availability of data and the research described Inappropriate citations Incoherent, meaningless and/or irrelevant content included in the article Peer-review manipulation …”

“…Tis article has been retracted by Hindawi following an investigation undertaken by the publisher [1]. Tis investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process:…”