Search Swinburne Research Bank
Please use this identifier to cite or link to this item: http://hdl.handle.net/1959.3/25571
 Download PDF (8 pages) (Adobe Acrobat PDF, -1 bytes) |
- Title
- The 'pathogenic exposure' paradigm
- Author(s)
- Brownlee, Jason
- Abstract
- The acquired immune system provides inspiration for learning models and algorithms. In conceptualizing such models and algorithms, it is intuitive for patterns of thought to focus on the system itself (such as the shape space and affinity landscape paradigms). An alternative paradigm is to consider the immune system as situated in an environment which may dictate what to learn and when to learn it. This work presents a pathogenic-exposure centric paradigm of acquired immunity (clonal selection in particular) and considers how this conceptualization may influence the concerns of designing and investigating acquired immune inspired adaptive models and algorithms.
- Publication type
- Technical report
- Research centre
- Swinburne University of Technology. Faculty of Information and Communication Technologies. Centre for Information Technology Research
- Source
- Complex Intelligent Systems : technical reports
- Publication year
- 2007
- Keyword(s)
- AIS; Antigen; Antigenic; Artificial immune system; Clonal selection theory; Environment; Immune system; Paradigm; Pathogen; Pathogenic; Problem domain
- Publisher
- Swinburne University of Technology
- Publisher URL
- http://www.ict.swin.edu.au/personal/jbrownlee/#2007
- Copyright
- Copyright © 2007 Jason Brownlee.
- Full text
