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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Main Authors: Walaa Alsamarah, Maged Yousef, Basel Younes
Format: Article
Language:Arabic
Published: damascus university 2023-01-01
Series:مجلة جامعة دمشق للعلوم الهندسية
Subjects:
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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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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