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Reorganizing Complex Network to Improve Large-Scale Multiagent Teamwork
المؤلفون المشاركون
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-12، 12ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2014-04-13
دولة النشر
مصر
عدد الصفحات
12
التخصصات الرئيسية
الملخص EN
Large-scale multiagent teamwork has been popular in various domains.
Similar to human society infrastructure, agents only coordinate with some of the others, with a peer-to-peer complex network structure.
Their organization has been proven as a key factor to influence their performance.
To expedite team performance, we have analyzed that there are three key factors.
First, complex network effects may be able to promote team performance.
Second, coordination interactions coming from their sources are always trying to be routed to capable agents.
Although they could be transferred across the network via different paths, their sources and sinks depend on the intrinsic nature of the team which is irrelevant to the network connections.
In addition, the agents involved in the same plan often form a subteam and communicate with each other more frequently.
Therefore, if the interactions between agents can be statistically recorded, we are able to set up an integrated network adjustment algorithm by combining the three key factors.
Based on our abstracted teamwork simulations and the coordination statistics, we implemented the adaptive reorganization algorithm.
The experimental results briefly support our design that the reorganized network is more capable of coordinating heterogeneous agents.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Xu, Yang& Liu, Pengfei& Li, Xiang. 2014. Reorganizing Complex Network to Improve Large-Scale Multiagent Teamwork. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-446949
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Xu, Yang…[et al.]. Reorganizing Complex Network to Improve Large-Scale Multiagent Teamwork. Mathematical Problems in Engineering No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-446949
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Xu, Yang& Liu, Pengfei& Li, Xiang. Reorganizing Complex Network to Improve Large-Scale Multiagent Teamwork. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-446949
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-446949
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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