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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Proceedings ArticleDOI
An agent based modeling approach for the analysis of tuberculosis – immune system dynamics
Francesco Pappalardo,Giulia Russo,Marzio Pennisi,Giuseppe Sgroi,Giuseppe Alessandro,Parasiliti Palumbo,Santo Motta,Epifanio Fichera +7 more
TL;DR: UISS is able to simulate those mechanisms in which M. tuberculosis is involved in the early influx of alveolar macrophages and recruited neutrophils until the formation of the tuberculous granuloma, at both cellular and molecular levels.
Proceedings ArticleDOI
Knowledge extraction of agricultural data using artificial immune system
TL;DR: Mining agricultural data with artificial immune system (AIS) algorithms, particularly the clonal selection algorithm (CLONalG) and artificial immune recognition system (AIRS) and a fuzzy-rough feature selection (FRFS) method is coupled with CLONALG and AIRS for improved detection and computational efficiency.
Journal ArticleDOI
Modelling of FMS control policy: AIS-based fuzzy expert system
Anuj Prakash,S.G. Deshmukh +1 more
TL;DR: In this paper, an artificial immune system-based fuzzy expert system is developed for a flexible manufacturing system (FMS) to make the real-time decision in the randomly changing marketing and production environments.
Proceedings ArticleDOI
Immuno-inspired heterogeneous mobile robotic systems
Ali Raza,Benito R. Fernandez +1 more
TL;DR: Experimental results show that search-ro Bot can efficiently arbitrate the behaviors of wander, obstacle avoidance, target search and inter-robot communication and that the rescue robot can then navigate through the obstacles to effectively rescue the target(s).
Book ChapterDOI
A Simulation of the Humoral Immune System
Philip E. Seiden,Franco Celada +1 more
TL;DR: The idea of theoretically describing the immune system has become popular in the past decade, and in fact the existence of the present volume is evidence for the emergence of the field.
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.