Multiagent Task Planning Based on Distributed Resource Scheduling under Command and Control Structure
المؤلفون المشاركون
Song, Yafei
Zhang, Jie
Wang, Gang
Zhao, Fangzheng
Wang, Siyuan
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-14، 14ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2019-11-06
دولة النشر
مصر
عدد الصفحات
14
التخصصات الرئيسية
الملخص EN
For task planning of the command and control structure, the existing algorithms exhibit low efficiency and poor replanning quality under abnormal conditions.
Given the requirements of the current accusation architecture, a distributed command and control structure model is built in this paper based on multiagents, which exploits the superiority of multiagents in achieving complex tasks.
The concept of MultiAgent-HTN is proposed based on the framework.
The original hierarchical task network planning algorithm is optimized, the multiagent collaboration framework is redefined, and the coordination mechanism of local conflict is developed.
With the classical resource scheduling problem as the experimental background, the proposed algorithm compared with the classical HTN algorithm is drawn.
According to the experimental results, the proposed algorithm exhibits higher quality and higher efficiency than the existing algorithm and the space anomaly is significant in the course of processing.
The planning is more efficient and the time is more complicated and superior in solving the same problem, and the algorithm exhibits good convergence and adaptability.
In the conclusion, it is proved that the distributed command and control structure proposed in this paper exhibits high practicability in relevant fields and can solve the problem of distributed command and control structure in a multiagent scenario.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zhang, Jie& Wang, Gang& Song, Yafei& Zhao, Fangzheng& Wang, Siyuan. 2019. Multiagent Task Planning Based on Distributed Resource Scheduling under Command and Control Structure. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1195550
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zhang, Jie…[et al.]. Multiagent Task Planning Based on Distributed Resource Scheduling under Command and Control Structure. Mathematical Problems in Engineering No. 2019 (2019), pp.1-14.
https://search.emarefa.net/detail/BIM-1195550
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zhang, Jie& Wang, Gang& Song, Yafei& Zhao, Fangzheng& Wang, Siyuan. Multiagent Task Planning Based on Distributed Resource Scheduling under Command and Control Structure. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1195550
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1195550
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