Multiobjective Optimization Model of Production Planning in Cloud Manufacturing Based on TOPSIS Method with Combined Weights
المؤلفون المشاركون
Zhang, Qingshan
Xu, Wei
Li, Zhiru
Shi, Huibin
He, Fengyi
المصدر
العدد
المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-15، 15ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2019-12-18
دولة النشر
مصر
عدد الصفحات
15
التخصصات الرئيسية
الملخص EN
Combined with the research of mass customization and cloud manufacturing mode, this paper discussed the production planning of mass customization enterprises in the context of cloud manufacturing in detail, analyzed the attribute index of manufacturing resource combination, and given a system considering the characteristics of batch production in mass customization and the decentralization of manufacturing resources in cloud manufacturing environment.
Then, a multiobjective optimization model has been constructed according to the product delivery date, product cost, and product quality that customers care most about.
The Pareto solution set of production plan has been obtained by using NSGA-II algorithm.
This paper established a six-tier attribute index system evaluation model for the optimization of production planning scheme set of mass customization enterprises in cloud manufacturing environment.
The weight coefficients of attribute indexes were calculated by combining subjective and objective weights with analytic hierarchy process (AHP) and entropy weight method.
Finally, the combined weights calculated were applied to the improved TOPSIS method, and the optimal production planning scheme has been obtained by ranking.
This paper validated the effectiveness and feasibility of the multiobjective model and NSGA-II algorithm by the example of company A.
The Pareto effective solution has been obtained by solving the model.
Then the production plan set has been sorted synthetically according to the comprehensive evaluation model, and the optimal production plan has been obtained.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Li, Zhiru& Xu, Wei& Shi, Huibin& Zhang, Qingshan& He, Fengyi. 2019. Multiobjective Optimization Model of Production Planning in Cloud Manufacturing Based on TOPSIS Method with Combined Weights. Complexity،Vol. 2019, no. 2019, pp.1-15.
https://search.emarefa.net/detail/BIM-1132717
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Li, Zhiru…[et al.]. Multiobjective Optimization Model of Production Planning in Cloud Manufacturing Based on TOPSIS Method with Combined Weights. Complexity No. 2019 (2019), pp.1-15.
https://search.emarefa.net/detail/BIM-1132717
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Li, Zhiru& Xu, Wei& Shi, Huibin& Zhang, Qingshan& He, Fengyi. Multiobjective Optimization Model of Production Planning in Cloud Manufacturing Based on TOPSIS Method with Combined Weights. Complexity. 2019. Vol. 2019, no. 2019, pp.1-15.
https://search.emarefa.net/detail/BIM-1132717
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1132717
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر