On artificial immune systems and swarm intelligence
被引:41
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作者:
Timmis, Jon
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Univ York, Dept Comp Sci, York YO10 5DD, N Yorkshire, England
Univ York, Dept Elect, York YO10 5DD, N Yorkshire, EnglandUniv York, Dept Comp Sci, York YO10 5DD, N Yorkshire, England
Timmis, Jon
[1
,2
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Andrews, Paul
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Univ York, Dept Comp Sci, York YO10 5DD, N Yorkshire, EnglandUniv York, Dept Comp Sci, York YO10 5DD, N Yorkshire, England
Andrews, Paul
[1
]
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Hart, Emma
[3
]
机构:
[1] Univ York, Dept Comp Sci, York YO10 5DD, N Yorkshire, England
[2] Univ York, Dept Elect, York YO10 5DD, N Yorkshire, England
This position paper explores the nature and role of two bio-inspired paradigms, namely Artificial Immune Systems (AIS) and Swarm Intelligence (SI). We argue that there are many aspects of AIS that have direct parallels with SI and examine the role of AIS and SI in science and also in engineering, with the primary focus being on the immune system. We explore how in some ways, algorithms from each area are similar, but we also advocate, and explain, that rather than being competitors, AIS and SI are complementary tools and can be used effectively together to solve complex engineering problems.
机构:
Skidmore Coll, Management & Business Dept, 815 N Broadway, Saratoga Springs, NY 12866 USASkidmore Coll, Management & Business Dept, 815 N Broadway, Saratoga Springs, NY 12866 USA
Li, Yueqi
Goel, Sanjay
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机构:
SUNY Albany, Sch Business, Dept Informat Secur & Digital Forens, 1400 Washington Ave, Albany, NY 12222 USASkidmore Coll, Management & Business Dept, 815 N Broadway, Saratoga Springs, NY 12866 USA