Journal ArticleDOI
The immune system, adaptation, and machine learning
TLDR
A dynamical model for the immune system is described that is based on the network hypothesis of Jerne, and is simple enough to simulate on a computer, and has a strong similarity to an approach to learning and artificial intelligence introduced by Holland, called the classifier system.About:
This article is published in Physica D: Nonlinear Phenomena.The article was published on 1986-10-01. It has received 1326 citations till now. The article focuses on the topics: Artificial immune system & Learning classifier system.read more
Citations
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Posted ContentDOI
Quantitative Immunology for Physicists
TL;DR: Here a more general methods section is provided that presents some of the wide array of theoretical tools used in the field of adaptive immune system research.
Journal ArticleDOI
Probing complexity: thermodynamics and computational mechanics approaches to origins studies
TL;DR: This paper proposes new avenues for origins research that apply modern concepts from stochastic thermodynamics, information thermodynamics and complexity science, and presents proposals for the application of these concepts in both theoretical and experimental origins settings.
Journal ArticleDOI
Idiotypic networks incorporating T-B cell co-operation. The conditions for percolation.
R.J. de Boer,Paulien Hogeweg +1 more
TL;DR: Whether the incorporation of helper T cells (Th) into these B cell models could cause a reduction in the percolation is analyzed to suggest two different idiotypic Th models should be developed: a non-MHC- restricted "ThId" model, and a "classical" MHC-restricted helper T cell model.
Journal ArticleDOI
A Novel Immune Network Strategy for Robot Path Planning in Complicated Environments
TL;DR: Simulation results indicate that the proposed improved immune network algorithm (IINA) is characterized by high convergence speed, short planning path and self-learning, which solves the path planning well in complicated environments.
Posted Content
Movie Recommendation Systems Using An Artificial Immune System
Qi Chen,Uwe Aickelin +1 more
TL;DR: The Artificial Immune System (AIS) technology is applied to the Collaborative Filtering (CF) technology and it is thought that Weighted Kappa is more suitable than Kendall tau for movie problems.
References
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Journal ArticleDOI
Somatic generation of antibody diversity
TL;DR: In the genome of a germ-line cell, the genetic information for an immunoglobulin polypeptide chain is contained in multiple gene segments scattered along a chromosome which are assembled by recombination which leads to the formation of a complete gene.
Book ChapterDOI
A mathematical model illustrating the theory of turbulence
TL;DR: In this article, the application of statistical analysis and statistical mechanics to the problem of turbulent fluid motion has attracted much attention in recent years, and the authors investigated a complicated system of nonlinear equations, in order to find out enough about the properties of the solutions of these equations that insight can be obtained into the various patterns exhibited by the field and that data can be derived concerning the relative frequencies of these patterns in the hope that in this way a basis may be found for the calculation of important values.