Genetic algorithm for λ-optimal translation sequence of rough communication

来源 :Journal of Systems Engineering and Electronics | 被引量 : 0次 | 上传用户:jackyddd
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In rough communication,because each agent has a different language and can not provide precise communication to each other,the concept translated among multi-agents will loss some information,and this results in a less or rougher concept.With different translation sequences the amount of the missed knowledge is varied.The λ-optimal translation sequence of rough communication,which concerns both every agent and the last agent taking part in rough communication to get information as much as he (or she) can,is given.In order to get the λ-optimal translation sequence,a genetic algorithm is used.Analysis and simulation of the algorithm demonstrate the effectiveness of the approach. In rough communication, because each agent has a different language and can not provide precise news to each other, the result is multi-agents will lose some information, and this result in a less or rougher concept. Different translation sequences the amount of the missed knowledge is varied.The λ-optimal translation sequence of rough communication, which concerns both every agent and the last agent taking part in rough communication to get information as much as he (or she) can, is given.In order to get the λ-optimal translation sequence, a genetic algorithm is used. Analysis and simulation of the algorithm demonstrates the effectiveness of the approach.
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