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- Title
- A T-cell mediated clonal selection algorithm
- Author(s)
- Brownlee, Jason
- Abstract
- The two-signal theory of lymphocyte activation was proposed more than thirty-five years ago and since that time has been elaborated and experimentally demonstrated to be a mediation process for the activation of both B and T lymphocytes. Modern names for the theory include associative recognition theory, the ARA model, and co-stimulation for Tcells. This work proposes the integration of T-cell mediation of activated B-lymphocytes into the elaborated clonal selection algorithm (ECSA). The resultant system provides a decoupled condition-action cognitive system that appears to have much similarity with classifier systems and may be an example of the reinforcement-learning paradigm.
- 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; ARA model; Artificial immune systems; Clonal selection algorithm; Co-stimulation; CSA; Two signal T-cell activation
- Publisher
- Swinburne University of Technology
- Publisher URL
- http://www.ict.swin.edu.au/personal/jbrownlee/#2007
- Copyright
- Copyright © 2007 Jason Brownlee.
- Full text
