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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Book ChapterDOI
Swarm-Based Simulations for Immunobiology
TL;DR: This contribution presents a computer model of information processing within a highly distributed biological system of the human body, which is orchestrated over multiple scales of time and space: the immune system, and considers the complement system, for which initial simulation results are presented.
Proceedings Article
Genetic algorithm seeding of idiotypic networks for mobile-robot navigation
TL;DR: In this paper, the authors describe a method for encoding behaviours as a variable set of attributes, and show that when the encoding is used with a GA, multiple sets of diverse behaviours can develop naturally and rapidly, providing much greater scope for flexible behaviour selection.
Journal ArticleDOI
A quantum-inspired vortex search algorithm with application to function optimization
Panchi Li,Ya Zhao +1 more
TL;DR: A quantum-inspired vortex search algorithm is presented, which is superior to the original one and demonstrated by the experimental results of some benchmark functions extreme optimization.
Optimal Control of Induction Motor Using Immune Algorithm Based Fuzzy Neural Network
Dong Hwa Kim,Jae Hoon Cho +1 more
TL;DR: The proposed learning model is presented in an immune based fuzzy-neural network (FNN) form which can handle linguistic knowledge by immune algorithm and a new immune algorithm based optimization is proposed for tuning of membership functions and structure of the proposed model.
Dissertation
A Knowledge Based Educational (KBEd) framework for enhancing practical skills in engineering distance learners through an augmented reality environment
TL;DR: This research explores the use of KBE principles to automate instructional design in engineering distance learning technologies through a Knowledge Based Educational (KBEd) framework that facilitates the capturing, modelling and automating on-campus tutors’ knowledge and introduces it to distance learning and teaching approaches.
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.