[1]YE Xiao-ping,HU Su.Analysis and prediction of behavioral trends in groups of Agents in conflict[J].CAAI Transactions on Intelligent Systems,2007,2(4):28-33.
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Analysis and prediction of behavioral trends in groups of Agents in conflict
CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume:
2
Number of periods:
2007 4
Page number:
28-33
Column:
学术论文—人工智能基础
Public date:
2007-08-25
- Title:
- Analysis and prediction of behavioral trends in groups of Agents in conflict
- CLC:
- TP18
- DOI:
- -
- Abstract:
- One of the basic research fields in distributed intel ligence is the multiAgent system (MAS). During cooperative interaction of agen ts in MAS, it is difficult to avoid conflicts among agents. These conflicts take place at the group level. Both sides of a conflict must pay special attention t o neutral Agents. Trends in their behaviors are particularly important if they a re potential competitors with similar strengths. This paper establishes a comput er model of neutral Agents based on group affinity. The model can evaluate and p redict the probable tendencies of members of neutral groups. We proposed a forma l description of the relationships among all Agents in the MAS, and then built a model of agent groups as well as a predictive and analytical model which may he lp anticipate future behavior of the neutral agents. To test this， an algorithm and experiment were designed. Both the theoretical analysis and experimental re sults prove the validity of the model.
- References:
-
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Last Update:
2009-05-07