How do we evaluate Artificial Immune Systems?
| Contribuinte(s) |
Bioinformatics and Computational Biology Group Institute of Biological, Environmental and Rural Sciences |
|---|---|
| Data(s) |
25/04/2006
25/04/2006
2005
|
| Resumo |
RAE2008 The field of Artificial Immune Systems (AIS) concerns the study and development of computationally interesting abstractions of the immune system. This survey tracks the development of AIS since its inception, and then attempts to make an assessment of its usefulness, defined in terms of ?distinctiveness? and ?effectiveness.? In this paper, the standard types of AIS are examined?Negative Selection, Clonal Selection and Immune Networks?as well as a new breed of AIS, based on the immunological ?danger theory.? The paper concludes that all types of AIS largely satisfy the criteria outlined for being useful, but only two types of AIS satisfy both criteria with any certainty. Peer reviewed |
| Formato |
34 |
| Identificador |
Garrett , S M 2005 , ' How do we evaluate Artificial Immune Systems? ' Evolutionary Computation , vol 13 , no. 2 , pp. 145-177 . DOI: 10.1162/1063656054088512 1063-6560 PURE: 68173 PURE UUID: dbed566d-51b3-49af-9539-2090dc065bef dspace: 2160/135 |
| Idioma(s) |
eng |
| Relação |
Evolutionary Computation |
| Tipo |
/dk/atira/pure/researchoutput/researchoutputtypes/contributiontojournal/article Article (Journal) |
| Direitos |
