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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Journal ArticleDOI
Colony location algorithm for assignment problems
TL;DR: A novel algorithm called Colony Location Algorithm (CLA) is proposed that mimics the phenomena in biotic community that colonies of species could be located in the places most suitable to their growth.
Book ChapterDOI
Using an immune system model to explore mate selection in genetic algorithms
TL;DR: An immune system model is adopted to develop a framework for exploring the role of mate selection in GAs and shows that dissimilar mating is beneficial in identifying multiple peaks, yet harmful in maintaining subpopulations of the search space.
Book ChapterDOI
PID Controller Tuning of a Boiler Control System Using Immune Algorithm Typed Neural Network
TL;DR: Tuning results of immune algorithms based neural network are compared with the results of genetic algorithm and a tuning method of the PID Controller for a process with long dead time using an immune algorithm typed neural network is suggested.
Journal ArticleDOI
Enhanced MANET Security using Artificial Immune System Based Danger Theory to Detect Selfish Nodes
TL;DR: In this article, an Artificial Immune System Based Algorithm (AISBA) is proposed to select selfish nodes in MANET, which utilizes principles of Artificial immune Systems (Ais) that in turn mimics the strategy of the human immune system, and two different Trust models are developed as well to distinguish between a genuine node as well as a selfish node.
Journal ArticleDOI
Bio‐inspired packet dropping for ad‐hoc social networks
TL;DR: A Bio‐inspired packet dropping (BPD) algorithm for ASNETS that imitates the matching procedure of receptors and epitopes in immune systems to detect congestions and outperforms existing schemes in terms of mean goodput, mean loss rate, throughput, delay, attained bandwidth, and overhead ratio.
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.