A Multiuser Manufacturing Resource Service Composition Method Based on the Bees Algorithm
المؤلفون المشاركون
Xie, Yongquan
Xu, Wenjun
Ji, Chunqian
Zhou, Zude
Pham, Duc Truong
المصدر
Computational Intelligence and Neuroscience
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-08-03
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
الملخص EN
In order to realize an optimal resource service allocation in current open and service-oriented manufacturing model, multiuser resource service composition (RSC) is modeled as a combinational and constrained multiobjective problem.
The model takes into account both subjective and objective quality of service (QoS) properties as representatives to evaluate a solution.
The QoS properties aggregation and evaluation techniques are based on existing researches.
The basic Bees Algorithm is tailored for finding a near optimal solution to the model, since the basic version is only proposed to find a desired solution in continuous domain and thus not suitable for solving the problem modeled in our study.
Particular rules are designed for handling the constraints and finding Pareto optimality.
In addition, the established model introduces a trusted service set to each user so that the algorithm could start by searching in the neighbor of more reliable service chains (known as seeds) than those randomly generated.
The advantages of these techniques are validated by experiments in terms of success rate, searching speed, ability of avoiding ingenuity, and so forth.
The results demonstrate the effectiveness of the proposed method in handling multiuser RSC problems.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Xie, Yongquan& Zhou, Zude& Pham, Duc Truong& Xu, Wenjun& Ji, Chunqian. 2015. A Multiuser Manufacturing Resource Service Composition Method Based on the Bees Algorithm. Computational Intelligence and Neuroscience،Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1057754
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Xie, Yongquan…[et al.]. A Multiuser Manufacturing Resource Service Composition Method Based on the Bees Algorithm. Computational Intelligence and Neuroscience No. 2015 (2015), pp.1-13.
https://search.emarefa.net/detail/BIM-1057754
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Xie, Yongquan& Zhou, Zude& Pham, Duc Truong& Xu, Wenjun& Ji, Chunqian. A Multiuser Manufacturing Resource Service Composition Method Based on the Bees Algorithm. Computational Intelligence and Neuroscience. 2015. Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1057754
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1057754
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