Building Innovative Service Composition Based on Two-Way Selection in Cloud Manufacturing Environment
المؤلفون المشاركون
Zhou, Yu
Zhao, Jinhui
Li, Muzi
Wang, Peichong
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-16، 16ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-05-13
دولة النشر
مصر
عدد الصفحات
16
التخصصات الرئيسية
الملخص EN
In the cloud manufacturing environment, innovative service composition is an important way to improve the capability and efficiency of resource integration and realize the upgrading and transformational upgrade of the manufacturing industry.
In order to build a stable innovative service composition, we propose a novel composite model, which uses two-way selection according to their cooperation to recommend the most suitable partners.
Firstly, a rough number is applied to quantify the semantic evaluation.
Using the expectation of cooperative condition as reference points, prospect theory is then applied to calculate the cooperative desires for both sides based on participants’ psychological attitudes toward gains and losses.
Next, the cooperative desires are used to establish the two-way selection model of innovative service composition.
The solution is determined by using an improved teaching-learning-based optimization algorithm.
Compared with traditional combined methods in the cloud manufacturing environment, the proposed model fully considers the long-neglected needs and interests of service providers.
Prospect theory takes psychological expectations and varying attitudes of decision makers towards gains and losses into account.
Moreover, an interval rough number is used to better preserve the uncertain information during semantic quantification.
Experimental results verify the applicability and effectiveness of the proposed method.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zhao, Jinhui& Li, Muzi& Zhou, Yu& Wang, Peichong. 2020. Building Innovative Service Composition Based on Two-Way Selection in Cloud Manufacturing Environment. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-16.
https://search.emarefa.net/detail/BIM-1194682
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zhao, Jinhui…[et al.]. Building Innovative Service Composition Based on Two-Way Selection in Cloud Manufacturing Environment. Mathematical Problems in Engineering No. 2020 (2020), pp.1-16.
https://search.emarefa.net/detail/BIM-1194682
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zhao, Jinhui& Li, Muzi& Zhou, Yu& Wang, Peichong. Building Innovative Service Composition Based on Two-Way Selection in Cloud Manufacturing Environment. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-16.
https://search.emarefa.net/detail/BIM-1194682
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1194682
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