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
Emotional Intervention on Stigmergy Based Foraging Behaviour of Immune Network Driven Mobile Robots
TL;DR: Social insects are simple organisms capable (separately) of very limited activities with a view to intelligent behaviour, but in groups, they possess some degree of intelligence, that allows them to perform extremely complex tasks.
Journal ArticleDOI
A New Strategy Based on GSABAT to Solve Single Objective Optimization Problem
TL;DR: A new strategy based on a hybrid method that combines the gravitational search algorithm (GSA) with the bat algorithm (BAT) to solve a single-objective optimization problem and relies on a parameter between 0 and 1 to address the problem of falling into local research.
Journal ArticleDOI
Clonal Selection of Artificial Immune System for Solving the Capacitated Vehicle Routing Problem
TL;DR: This paper demonstrates the application of the clonal selection of Artificial Immune System, Generalized Evolutionary Walk Algorithm and Genetic Algorithm for solving capacitated vehicle routing problem (CVRP) and found that the best-so-far solutions obtained were up to 71.4% more efficient.
Dissertation
A complexity science approach to swarm intelligence
Cano Núñez,I Juan +1 more
TL;DR: This dissertation presents the work done in the past year towards the creation of a methodology or framework for the design of multiagent systems and swarms, and proposes a possible analysis using a complexity science approach to both systems.
Proceedings ArticleDOI
A learning automata based artificial immune system for data classification
TL;DR: The result of experimentations confirms the effectiveness of the proposed artificial immune system in which learning automata are used to adaptively determine the values of its parameters.
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.