Stability coalition formation with cost sharing in multi-agent systems based on volume discount
المؤلفون المشاركون
al-Ashmawi, Wala H.
Jun, Hu
Renfa, Li
المصدر
The International Arab Journal of Information Technology
العدد
المجلد 12، العدد 3 (31 مايو/أيار 2015)9ص.
الناشر
تاريخ النشر
2015-05-31
دولة النشر
الأردن
عدد الصفحات
9
التخصصات الرئيسية
الموضوعات
الملخص EN
In Multi-Agent Systems(MAS), cooperation among agents to form coalitions based on volume discounts is a key topic.
Such cooperation enables agents to achieve goals that they may not have been able to achieve independently at lower prices without ordering more than their real demand.
In this paper, we propose a Stability Coalition Formation (SCF) and payoff distribution in terms of the core.
Agents can enjoy a price discount for each of their requested action to achieve a goal through the concept of Social Agent Networ (SAN)k, where different opportunities can be found.
Each opportunity is associated with coalition value and search cost, given a search cost, the goal of the agent is to find the best set of opportunities which fulfills the coalition’s demands, along with a cost sharing rule satisfying certain stability properties.
The experimental results illustrated that, the performance of proposed semi-optimal solution to SCF has proven its stability with average payoff 99.98% closest to the optimal payoff and higher than the average coalition value obtained by 9% when considered a search cost as a parameter affected on the search for optimal coalitions.
Also, it has proven its efficiency in average processing time that saved and reduced by 15%~44% according to a different number of agents.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
al-Ashmawi, Wala H.& Jun, Hu& Renfa, Li. 2015. Stability coalition formation with cost sharing in multi-agent systems based on volume discount. The International Arab Journal of Information Technology،Vol. 12, no. 3.
https://search.emarefa.net/detail/BIM-430981
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
al-Ashmawi, Wala H.…[et al.]. Stability coalition formation with cost sharing in multi-agent systems based on volume discount. The International Arab Journal of Information Technology Vol. 12, no. 3 (May. 2015).
https://search.emarefa.net/detail/BIM-430981
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
al-Ashmawi, Wala H.& Jun, Hu& Renfa, Li. Stability coalition formation with cost sharing in multi-agent systems based on volume discount. The International Arab Journal of Information Technology. 2015. Vol. 12, no. 3.
https://search.emarefa.net/detail/BIM-430981
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-430981
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