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2022-03-06
摘要翻译:
分布式系统如人工免疫系统、复杂自适应系统或多智能体系统在计算机科学中被广泛应用于网络安全、优化或仿真等方面。在这些系统中,小实体通过网络移动并执行某些任务。在某些时候,实体转移到另一个地方,因此需要信息转移到哪里是最有利可图的。通常使用的系统不提供任何信息,也不使用中心委托实体的集中方法。本文讨论了关于邻居的小信息是否能提高整个系统的性能。为此,本文介绍并分析了两种信息协议。此外,使用人工免疫系统SANA对协议进行了实现和测试,该系统保护网络免受入侵。
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英文标题:
《Distributed Self Management for Distributed Security Systems》
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作者:
Michael Hilker
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最新提交年份:
2008
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分类信息:

一级分类:Computer Science        计算机科学
二级分类:Multiagent Systems        多智能体系统
分类描述:Covers multiagent systems, distributed artificial intelligence, intelligent agents, coordinated interactions. and practical applications. Roughly covers ACM Subject Class I.2.11.
涵盖多Agent系统、分布式人工智能、智能Agent、协调交互。和实际应用。大致涵盖ACM科目I.2.11类。
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一级分类:Computer Science        计算机科学
二级分类:Artificial Intelligence        人工智能
分类描述:Covers all areas of AI except Vision, Robotics, Machine Learning, Multiagent Systems, and Computation and Language (Natural Language Processing), which have separate subject areas. In particular, includes Expert Systems, Theorem Proving (although this may overlap with Logic in Computer Science), Knowledge Representation, Planning, and Uncertainty in AI. Roughly includes material in ACM Subject Classes I.2.0, I.2.1, I.2.3, I.2.4, I.2.8, and I.2.11.
涵盖了人工智能的所有领域,除了视觉、机器人、机器学习、多智能体系统以及计算和语言(自然语言处理),这些领域有独立的学科领域。特别地,包括专家系统,定理证明(尽管这可能与计算机科学中的逻辑重叠),知识表示,规划,和人工智能中的不确定性。大致包括ACM学科类I.2.0、I.2.1、I.2.3、I.2.4、I.2.8和I.2.11中的材料。
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英文摘要:
  Distributed system as e.g. artificial immune systems, complex adaptive systems, or multi-agent systems are widely used in Computer Science, e.g. for network security, optimisations, or simulations. In these systems, small entities move through the network and perform certain tasks. At some time, the entities move to another place and require therefore information where to move is most profitable. Common used systems do not provide any information or use a centralised approach where a center delegates the entities. This article discusses whether small information about the neighbours enhances the performance of the overall system or not. Therefore, two information-protocols are introduced and analysed. In addition, the protocols are implemented and tested using the artificial immune system SANA that protects a network against intrusions.
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PDF链接:
https://arxiv.org/pdf/0805.1785
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