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
Adaptive Approach for the Regulation of a Mobile Agent Population in a Distributed Network
Mohamed Bakhouya,Jaafar Gaber +1 more
TL;DR: This paper focuses on the problem of dynamic regulation of mobile agent population size in a distributed system, and proposes an approach that takes inspiration from the immune system concept.
Book ChapterDOI
Immune systems in multi-criterion evolutionary algorithm for task assignments in distributed computer system
TL;DR: An improved model of the immune system to handle constraints in multi-criteria optimization problems has been proposed and an evolutionary algorithm based on tabu search procedure and theimmune system model is proposed to provide task assignments.
Journal ArticleDOI
An Intelligent Artificial System : Artificial Immune based Hybrid Genetic Algorithm for the Vehicle Routing Problem
TL;DR: An artificial immune stem is described that is distributed, robust, dynamic, diverse and adaptive, and proposed an intelligent artificial system which hybrid genetic and immune algorithm to solve the vehicle routing problem with limited capacity on tree.
C-ImmSim : playing with the immune response
TL;DR: This presentation will briefly introduce the concepts behind C-ImmSim, then spend few words on what it has been done with it and how one can potentially use this model in the future.
Journal Article
Computational intelligence-based personalization of interactive web systems
TL;DR: A taxonomy for personalization of interactive web systems based on CI methods is proposed and uses two approaches to personalize web-based systems as profile generation and profile exploitation.
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.