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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Proceedings ArticleDOI
Immunoid: an architecture for behavior arbitration based on the immune networks
TL;DR: This paper proposes a new decentralized consensus-making system inspired from the biological immune system, and proposes an adaptation mechanism that can be used to construct a suitable immune network for adequate action selection.
Journal ArticleDOI
Multilayered cellular automata
Stefania Bandini,Giancarlo Mauri +1 more
TL;DR: The simulation of the dynamic regulation of calcium-ion distribution in the subcompartments of a living cell by means of Multilayered Cellular Automata is presented, as an example that allows to show their modeling power.
Journal ArticleDOI
Wisdom of Artificial Crowds—A Metaheuristic Algorithm for Optimization
TL;DR: A novel swarm-based nature-inspired metaheuristic algorithm for optimization, inspired by human collective intelligence, Wisdom of Artificial Crowds, which relies on a group of simulated intelligent agents to arrive at independent solutions aggregated to produce a solution which in many cases is superior to individual solutions of all participating agents is proposed.
Proceedings ArticleDOI
Spring search algorithm: A new meta-heuristic optimization algorithm inspired by Hooke's law
TL;DR: A new method to achieve semi-optimized solutions related to optimization problems in the various sciences is introduced and the proposed method of spring search algorithm is among the optimization algorithms developed by idea of laws of nature and the search factors are a set of objects.
Journal ArticleDOI
Application of immune-based optimization method for fault-section estimation in a distribution system
TL;DR: In this article, an immune algorithm-based (IA-based) optimization approach for the fault-section estimation of a distribution system is proposed, where each section of a power system model can be considered as an antibody.
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.