Biological inspiration for artificial immune systems

被引:0
作者
Twycross, Jamie [1 ]
Aickelin, Uwe [1 ]
机构
[1] Univ Nottingham, Sch Comp Sci, Nottingham NG7 2RD, England
来源
ARTIFICIAL IMMUNE SYSTEMS, PROCEEDINGS | 2007年 / 4628卷
基金
英国工程与自然科学研究理事会;
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Artificial immune systems (AISs) to date have generally been inspired by naive biological metaphors. This has limited the effectiveness of these systems. In this position paper two ways in which AlSs could be made more biologically realistic are discussed. We propose that AlSs should draw their inspiration from organisms which possess only innate immune systems, and that AISs should employ systemic models of the immune system to structure their overall design. An outline of plant and invertebrate immune systems is presented, and a number of contemporary systemic models are reviewed. The implications for interdisciplinary research that more biologically-realistic AlSs could have is also discussed.
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页码:300 / +
页数:3
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