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
A cayley tree immune network model with antibody dynamics
TL;DR: In this paper, a Cayley tree model of B cell and antibody dynamics is formulated and analyzed, and the existence and stability of these localized network states are explored as a function of model parameters.
Book ChapterDOI
Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data Mining
TL;DR: A short survey on the state-of-the-art of EAs, beginning with some background on the theory of evolution and contrasting the original ideas of Darwin and Lamarck is provided, and a short description of the usefulness of E as for Knowledge Discovery and Data Mining tasks is described.
OSA: Orientation Search Algorithm
TL;DR: A new method for achieving quasi-optimal solutions related to optimization problems in various sciences is proposed in this paper and the results of optimization of a set of standard functions confirm the optimal efficiency and the superiority of the proposed algorithm over the genetic algorithm and the particle swarm optimization algorithm.
Book ChapterDOI
Reactive Immune Network Based Mobile Robot Navigation
Guan-Chun Luh,Wei-Wen Liu +1 more
TL;DR: A Reactive Immune Network (RIN) is proposed and applied to intelligent mobile robot learning navigation strategies within unknown environments and shows that the robot is capable to avoid obstacles, escape traps, and reach goal effectively.
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.