تحسين نسبة استهلاك القماش في مصانع الألبسة الجاهزة باستخدام الخوارزميات الجينية
Marker planning process in the garment industry is one of the main processes in the fabric cutting stage, where the process of packaging parts aims to reduce the resulting waste. In the current research, an improved method based on genetic algorithms was used to obtain an optimal packaging that ens...
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Format: | Article |
Language: | Arabic |
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damascus university
2023-01-01
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Series: | مجلة جامعة دمشق للعلوم الهندسية |
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Online Access: | http://journal.damascusuniversity.edu.sy/index.php/engj/article/view/2299 |
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author | Walaa Alsamarah Maged Yousef Basel Younes |
author_facet | Walaa Alsamarah Maged Yousef Basel Younes |
author_sort | Walaa Alsamarah |
collection | DOAJ |
description |
Marker planning process in the garment industry is one of the main processes in the fabric cutting stage, where the process of packaging parts aims to reduce the resulting waste. In the current research, an improved method based on genetic algorithms was used to obtain an optimal packaging that ensures optimal consumption of the cloth using the MATLAB program and by applying a program code designed based on genetic algorithms represented in the optimal selection of solutions through generational generation to reach the best. The results of the improved method were compared with the results of the traditional method used in Syrian ready-made clothing companies, which depend on different mathematical models and manual ones that depend on personal experience. The results in this research indicated that the performance of the presented method in this research improved the cloth consumption rate by 2.5-3%, depending on the tested sample, and this has a significant impact on the production cost, as the cloth constitutes a large proportion of the total cost.
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first_indexed | 2024-04-11T00:00:57Z |
format | Article |
id | doaj.art-4157db506ace478887d451293096d9ff |
institution | Directory Open Access Journal |
issn | 1999-7302 2789-6854 |
language | Arabic |
last_indexed | 2024-04-11T00:00:57Z |
publishDate | 2023-01-01 |
publisher | damascus university |
record_format | Article |
series | مجلة جامعة دمشق للعلوم الهندسية |
spelling | doaj.art-4157db506ace478887d451293096d9ff2023-01-10T04:21:23Zaradamascus universityمجلة جامعة دمشق للعلوم الهندسية1999-73022789-68542023-01-01384تحسين نسبة استهلاك القماش في مصانع الألبسة الجاهزة باستخدام الخوارزميات الجينيةWalaa AlsamarahMaged YousefBasel Younes Marker planning process in the garment industry is one of the main processes in the fabric cutting stage, where the process of packaging parts aims to reduce the resulting waste. In the current research, an improved method based on genetic algorithms was used to obtain an optimal packaging that ensures optimal consumption of the cloth using the MATLAB program and by applying a program code designed based on genetic algorithms represented in the optimal selection of solutions through generational generation to reach the best. The results of the improved method were compared with the results of the traditional method used in Syrian ready-made clothing companies, which depend on different mathematical models and manual ones that depend on personal experience. The results in this research indicated that the performance of the presented method in this research improved the cloth consumption rate by 2.5-3%, depending on the tested sample, and this has a significant impact on the production cost, as the cloth constitutes a large proportion of the total cost. http://journal.damascusuniversity.edu.sy/index.php/engj/article/view/2299Genetic algorithms for packingmathematical modelingfabric consumption |
spellingShingle | Walaa Alsamarah Maged Yousef Basel Younes تحسين نسبة استهلاك القماش في مصانع الألبسة الجاهزة باستخدام الخوارزميات الجينية مجلة جامعة دمشق للعلوم الهندسية Genetic algorithms for packing mathematical modeling fabric consumption |
title | تحسين نسبة استهلاك القماش في مصانع الألبسة الجاهزة باستخدام الخوارزميات الجينية |
title_full | تحسين نسبة استهلاك القماش في مصانع الألبسة الجاهزة باستخدام الخوارزميات الجينية |
title_fullStr | تحسين نسبة استهلاك القماش في مصانع الألبسة الجاهزة باستخدام الخوارزميات الجينية |
title_full_unstemmed | تحسين نسبة استهلاك القماش في مصانع الألبسة الجاهزة باستخدام الخوارزميات الجينية |
title_short | تحسين نسبة استهلاك القماش في مصانع الألبسة الجاهزة باستخدام الخوارزميات الجينية |
title_sort | تحسين نسبة استهلاك القماش في مصانع الألبسة الجاهزة باستخدام الخوارزميات الجينية |
topic | Genetic algorithms for packing mathematical modeling fabric consumption |
url | http://journal.damascusuniversity.edu.sy/index.php/engj/article/view/2299 |
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