On artificial immune systems and swarm intelligence

Jon Timmis*, Paul Andrews, Emma Hart

*Awdur cyfatebol y gwaith hwn

Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

46 Dyfyniadau(SciVal)

Crynodeb

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.

Iaith wreiddiolSaesneg
Tudalennau (o-i)247-273
Nifer y tudalennau27
CyfnodolynSwarm Intelligence
Cyfrol4
Rhif cyhoeddi4
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2010

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