The immune system, adaptation, and machine learning

Physica D: Nonlinear Phenomena

Volumn 22, Issue 1-3, 1986, Pages 187-204

  Farmer, J Doyne ^a   Packard, Norman H ^a   Perelson, Alan S ^b  

^a CENTER FOR NONLINEAR STUDIES   (United States)

^b LOS ALAMOS NATIONAL LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 46149127936     PISSN: 01672789     EISSN: None     Source Type: Journal    
DOI: 10.1016/0167-2789(86)90240-X     Document Type: Article

References (28)

1. The immune system
2. Towards a network theory of the immune system
3. The immune system: A web of V-domains
4. J.H. Holland, “Escaping brittleness: The possibilities of general purpose learning algorithms applied to parallel rule-base systems,” in: Machine Learning 2, R.S. Michalski, J.G. Carbonell and T.M. Mitchell, eds. (Morgan Kauffman, Los Altos, in press), chap. 20.
5. A system theoretic model of biogenesis
6. Chemical automata in homogeneous and reaction-diffusion kinetics
7. Theoretical studies of clonal selection: Minimal antibody repertoire size and reliability of self-non-self discrimination
8. Incorporation of a nonspecific T cell dependent helper factor into a network theory of the regulation of the immune response
9. Network regulatory mechanisms of the immune response
10. Immune response: Idiotype anti-idiotype network
11. Autoantiidiotype antibody production following antigen injection and immune regulation
12. Somatic generation of antibody diversity
13. Hypermutation at the immunoglobulin heavy chain locus in a pre-B-cell line.
14. On network theory and H-2 restriction
15. A network theory of the immune system
16. The network idea and the immune response
17. A theory of regulation and self-nonself discrimination in an immune network
18. Some remarks on the stability of the idio-typic network
19. A qualitative study of an idiotype cyclic network
20. Computer Aided Gas Pipeline Operation Using Genetic Algorithms and Rule Learning
21. A Learning System Based on Genetic Adaptive Algorithms
22. Genetic Algorithms and Adaptation
23. Structural analogies between the immune system and the nervous system
24. Some similarities in the way the immune system and nervous system work