An interdisciplinary perspective on artificial immune systems

An interdisciplinary perspective on artificial immune systems
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DOI:
10.1007/s12065-007-0004-2
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发表时间:
2008-01
影响因子:
2.6
通讯作者:
J. Timmis;P. Andrews;Nick D. L. Owens;Edward Clark
J. Timmis;P. Andrews;Nick D. L. Owens;Edward Clark
中科院分区:
--
文献类型:
--
作者:
J. Timmis;P. Andrews;Nick D. L. Owens;Edward Clark

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这篇综述文章试图将人工免疫系统(AIS)领域定位在一个更广泛的跨学科研究背景下。我们基于一个已建立的概念框架来回顾AIS,该框架封装了免疫学的数学和计算模型,抽象和工程系统的开发。我们认为,AIS不仅仅是受免疫系统启发的工程系统,免疫学和工程学都可以通过跨学科的方式相互学习。
This review paper attempts to position the area of Artificial Immune Systems (AIS) in a broader context of interdisciplinary research. We review AIS based on an established conceptual framework that encapsulates mathematical and computational modelling of immunology, abstraction and then development of engineered systems. We argue that AIS are much more than engineered systems inspired by the immune system and that there is a great deal for both immunology and engineering to learn from each other through working in an interdisciplinary manner.