Challenges for artificial immune systems

Jon Timmis

doi:10.1007/11731177_42

Challenges for artificial immune systems

Jon Timmis^*

^*Corresponding author for this work

Department of Computer Science

University of York

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

12 Citations (Scopus)

Abstract

In this position paper, we argue that the field of Artificial Immune Systems (AIS) has reached an impass. For many years, immune inspired algorithms, whilst having some degree of success, have been limited by the lack of theorectical advances, the adoption of a limited immune inspired approach and the limited application of AIS to hard problems.

Original language	English
Title of host publication	Neural Nets - 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Revised Selected Papers
Editors	Bruno Apolloni, Maria Marinaro, Giuseppe Nicosia, Robert Tagliaferri
Publisher	Springer Nature
Pages	355-367
Number of pages	13
ISBN (Print)	3540331832, 9783540331834
DOIs	https://doi.org/10.1007/11731177_42
Publication status	Published - 2006
Event	16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005 - Vietri sul Mare, Italy Duration: 08 Jun 2005 → 11 Jun 2005

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	3931 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005
Country/Territory	Italy
City	Vietri sul Mare
Period	08 Jun 2005 → 11 Jun 2005

Keywords

negative selection
clonal selection
shape space
immune network
clonal selection algorithm

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10.1007/11731177_42

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Timmis, J. (2006). Challenges for artificial immune systems. In B. Apolloni, M. Marinaro, G. Nicosia, & R. Tagliaferri (Eds.), Neural Nets - 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Revised Selected Papers (pp. 355-367). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3931 LNCS). Springer Nature. https://doi.org/10.1007/11731177_42

Timmis, Jon. / Challenges for artificial immune systems. Neural Nets - 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Revised Selected Papers. editor / Bruno Apolloni ; Maria Marinaro ; Giuseppe Nicosia ; Robert Tagliaferri. Springer Nature, 2006. pp. 355-367 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Timmis, J 2006, Challenges for artificial immune systems. in B Apolloni, M Marinaro, G Nicosia & R Tagliaferri (eds), Neural Nets - 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 3931 LNCS, Springer Nature, pp. 355-367, 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Vietri sul Mare, Italy, 08 Jun 2005. https://doi.org/10.1007/11731177_42

Challenges for artificial immune systems. / Timmis, Jon.
Neural Nets - 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Revised Selected Papers. ed. / Bruno Apolloni; Maria Marinaro; Giuseppe Nicosia; Robert Tagliaferri. Springer Nature, 2006. p. 355-367 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3931 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)

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KW - clonal selection

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KW - clonal selection algorithm

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Timmis J. Challenges for artificial immune systems. In Apolloni B, Marinaro M, Nicosia G, Tagliaferri R, editors, Neural Nets - 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Revised Selected Papers. Springer Nature. 2006. p. 355-367. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/11731177_42

Challenges for artificial immune systems

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Keywords

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