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Research on Immune Pathology in Artificial Immune System

机译:人工免疫系统中的免疫病理学研究

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Artificial immune system (AIS) mimicks the superior properties of biological immune system and provides an effective method in intelligent computing and intelligent system designing. But the disease-causing mechanisms of immune pathology have led to sever security problems in artificial immune system. In the paper, we analyzed the basic principles of immune protection and immune pathology of biological system considering its application in artificial immune system. Then we take artificial immune defending system as an example to analyze the cause and potential influence of immune pathology on AIS. As to the different security problems from immunodeficiency, hypersensitivity and autoimmunity, we put forward corresponding measures to reinforce the security, robustness and stability of artificial immune system and thus effectively avoid these problems.
机译:人工免疫系统(AIS)模仿了生物免疫系统的优越特性,为智能计算和智能系统设计提供了有效的方法。但是,免疫病理的致病机制导致了人工免疫系统中严重的安全性问题。在本文中,我们分析了其在人工免疫系统中的应用,分析了生物系统免疫保护和免疫病理学的基本原理。然后以人工免疫防御系统为例,分析免疫病理对AIS的起因和潜在影响。针对免疫缺陷,超敏反应和自身免疫等不同的安全性问题,提出了相应的措施来增强人工免疫系统的安全性,鲁棒性和稳定性,从而有效地避免了这些问题。

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