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
More filters
Book ChapterDOI
An Indexed Bibliography of Genetic Algorithms
TL;DR: The result of the GA bibliography database query is enclosed, and it would be also a pleasure to include your contributions to the bibliography.
Book Chapter
Artificial Immune Recognition System (AIRS): Revisions and Refinements
Andrew Watkins,Jon Timmis +1 more
TL;DR: Experimental evidence is presented to support revisions of the Artificial Immmune Recognition System which do not sacrifice the accuracy of the original algorihtm but, rather, maintain accuracy whilst increasing the simplicity and data reduction capabilities of AIRS.
Proceedings ArticleDOI
An artificial immune network for multimodal function optimization on dynamic environments
TL;DR: Dopt-aiNet, an immune-inspired version for dynamic optimization of multimodal optimization algorithms inspired by the immune system, is extended here to deal with time-varying fitness functions.
Journal ArticleDOI
Application of bio-inspired algorithms in maximum power point tracking for PV systems under partial shading conditions – A review
TL;DR: A comprehensive review of the bio-inspired algorithms used for global maximum power point tracking and the modified and combined forms of these methods found to have better performance than original algorithms.
Journal ArticleDOI
Artificial immune algorithm for IIR filter design
Adem Kalinli,Nurhan Karaboga +1 more
TL;DR: In this work, an artificial immune algorithm is described and applied to the design of IIR filters, and its performance is compared to that of genetic and touring ant colony optimisation algorithms.
References
More filters
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.