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Research of Vannamei Expert System Based on CBR and Grey AHP

机译:基于CBR和灰色层次分析法的Vannamei专家系统研究。

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Although the CBR(Case-based reasoning) model has been successfully adopted in various fields and well demonstrated in practice, its performance could still be further improved. This paper proposes a new method that combines CBR with Grey AHP to design the inference engine, which has been implemented in vannamei expert system. The method makes use of the groups method to calculate the synthetical weights of symptoms, then the hybrid reasoning is adopted to work out the diseases suffered and their probabilities, after that, backward reasoning is activated to obtain the details of the diseases and send them back to users. Finally, the cases satisfied by users would be recorded in the temporary case database automatically, waiting for the experts' checking later. The experimental results show that the proposed method not only has a scientific theoretical foundation, but also a high practical value.
机译:尽管基于案例的推理(CBR)模型已在各个领域中成功采用并在实践中得到了很好的证明,但其性能仍有待进一步提高。本文提出了一种将CBR与Gray AHP相结合的新方法来设计推理引擎,该方法已在vannamei专家系统中实现。该方法利用分组法来计算症状的综合权重,然后采用混合推理来计算出所患疾病及其可能性,然后激活后向推理以获取疾病的详细信息并将其发送回去。给用户。最后,用户满意的案件将自动记录在临时案件数据库中,等待专家检查。实验结果表明,该方法不仅具有科学的理论基础,而且具有较高的实用价值。

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