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Product Form Design Model Based on Multiobjective Optimization and Multicriteria Decision-Making
المؤلفون المشاركون
Shieh, Meng-Dar
Li, Yongfeng
Yang, Chih-Chieh
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-15، 15ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-01-11
دولة النشر
مصر
عدد الصفحات
15
التخصصات الرئيسية
الملخص EN
Affective responses concern customers’ affective needs and have received increasing attention in consumer-focused research.
To design a product that appeals to consumers, designers should consider multiple affective responses (MARs).
Designing products capable of satisfying MARs falls into the category of multiobjective optimization (MOO).
However, when exploring optimal product form design, most relevant studies have transformed multiple objectives into a single objective, which limits their usefulness to designers and consumers.
To optimize product form design for MARs, this paper proposes an integrated model based on MOO and multicriteria decision-making (MCDM).
First, design analysis is applied to identify design variables and MARs; quantification theory type I is then employed to build the relationship models between them; on the basis of these models, an MOO model for optimization of product form design is constructed.
Next, we use nondominated sorting genetic algorithm-II (NSGA-II) as a multiobjective evolutionary algorithm (MOEA) to solve the MOO model and thereby derive Pareto optimal solutions.
Finally, we adopt the fuzzy analytic hierarchy process (FAHP) to obtain the optimal design from the Pareto solutions.
A case study of car form design is conducted to demonstrate the proposed approach.
The results suggest that this approach is feasible and effective in obtaining optimal designs and can provide great insight for product form design.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Shieh, Meng-Dar& Li, Yongfeng& Yang, Chih-Chieh. 2017. Product Form Design Model Based on Multiobjective Optimization and Multicriteria Decision-Making. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-15.
https://search.emarefa.net/detail/BIM-1190649
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Shieh, Meng-Dar…[et al.]. Product Form Design Model Based on Multiobjective Optimization and Multicriteria Decision-Making. Mathematical Problems in Engineering No. 2017 (2017), pp.1-15.
https://search.emarefa.net/detail/BIM-1190649
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Shieh, Meng-Dar& Li, Yongfeng& Yang, Chih-Chieh. Product Form Design Model Based on Multiobjective Optimization and Multicriteria Decision-Making. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-15.
https://search.emarefa.net/detail/BIM-1190649
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1190649
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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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
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