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 Article
Challenges for artificial immune systems
TL;DR: In this article, the authors argue that the field of Artificial Immune Systems (AIS) has reached an impass and argue that immune inspired algorithms, whilst having some degree of success, have been limited by the lack of theorectical advances, the adoption of a limited immune inspired approach and the limited application of AIS to hard problems.
Journal Article
Immune-inspired adaptive information filtering
TL;DR: Nootropia as mentioned in this paper is a user profiling model that has many properties in common with computational models of the immune system that have been based on Franscisco Varela's work.
Book ChapterDOI
Clonal selection algorithms for 6-DOF PID control of autonomous underwater vehicles
TL;DR: This work proposes to apply the Clonal Selection Algorithm to determine optimal combination of three gain coefficients, KP, KD, KI of the PID controller, and shows that the proposed technique provides better responses than the existing Ziegler-Nichols technique with respect to the settling time, overshoot and an affinity in submerging under water.
Journal ArticleDOI
Dual Population Genetic Algorithm (GA) versus OpenMP GA for Multimodal Function Optimization
A. J. Umbarkar,Madhuri S. Joshi +1 more
TL;DR: The experimentation results show that the performance of the OpenMP GA is remarkably superior to that of the SGA in terms of execution time and speed up.
Proceedings ArticleDOI
Foundations of Immunocomputing
A. Tarakanov,Giuseppe Nicosia +1 more
TL;DR: The key notions of the approach are the formal immune network (FIN) and the coding theory for machine learning and the training of FIN includes apoptosis and auto immunization both controlled by cytokines.
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.