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
More filters
Book ChapterDOI
Advanced Optimization Techniques
R. Venkata Rao,Vimal Savsani +1 more
TL;DR: This chapter presents the details of existing optimization algorithms such as Genetic Algorithm (GA), Artificial Immune Algorithms (AIA), Differential Evolution (DE), Biogeography-Based Optimization (BBO), Particle Swarm Optimized (PSO), Artificial Bee Colony (ABC), Harmony Elements Al algorithm (HEA), Shuffled Frog Leaping Algorithm (SFLA) and Grenade Explosion Algorithm(GEA).
Journal ArticleDOI
Discrete bacteria foraging optimization algorithm for graph based problems - a transition from continuous to discrete
Chiranjib Sur,Anupam Shukla +1 more
TL;DR: Important features of DBFO are that the bacteria agents do not depend on the local heuristic information but estimates new exploration schemes depending upon the previous experience and covered path analysis which makes the algorithm better in combination generation for graph-based problems and combinationgeneration for NP hard problems.
Proceedings Article
A Novel Neural Network Based on Immunity.
Lei Wang,Michèle Courant +1 more
TL;DR: A novel network model (artificial neural network based on immunity-ANNI) is proposed which integrates the immune mechanism and the function of neural information processing and is able to make the efficiency and the accuracy improved obviously.
Proceedings ArticleDOI
Robotic Immune Systems: An Architecture
Yamin Hu,Wenjian Luo +1 more
TL;DR: This paper analyzes the necessity of the robotic immune systems for robots to adapt to complex and dynamic environments and proposes an architecture of the robot immune systems, i.e., a multi-layer immune system for robots.
Journal ArticleDOI
A Prefix Hijacking Detection Model Based on the Immune Network Theory
Jian Zhang,Daofeng Li,Bowen Zhao +2 more
TL;DR: A new protection model based on the immune network theory, called aPHD, which can effectively detect prefix hijacking attacks with high accuracy and has a low false positive rate and low overhead.
References
More filters
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.