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 new holistic systems approach to the design of heat treated alloy steels using a biologically inspired multi-objective optimisation algorithm
TL;DR: A modified population adaptive based immune algorithm (PAIA2) and a multi-stage optimisation procedure are introduced, which facilitate a systematic and integrated fuzzy knowledge extraction process and are able to fully describe the mechanical properties of the investigated alloy steels.
Journal ArticleDOI
A novel numerical optimization algorithm inspired from garden balsam
Shengpu Li,Shengpu Li,Yize Sun +2 more
TL;DR: The garden balsam optimization algorithm proposed in this paper incorporates two different types of search processes and has a mechanism to maintain population diversity and is compared with some known meta-heuristic search algorithms.
Dissertation
A local network neighbourhood artificial immune system
TL;DR: This thesis proposes a new artificial immune model inspired by the network theory of immunology and differs from its network based predecessor models in its formation of artificial lymphocyte networks for data clustering.
Book ChapterDOI
On Stigmergically Controlling a Population of Heterogeneous Mobile Agents Using Cloning Resource
TL;DR: An on-demand population control mechanism for a heterogeneous set of mobile agents along with an underlying application for their deployment as service providers in a networked robotic system is described.
Journal ArticleDOI
A Flow-based Multi-agent Data Exfiltration Detection Architecture for Ultra-low Latency Networks
Rafael Salema Marques,Gregory Epiphaniou,Haider Al-Khateeb,Carsten Maple,Mohammad Hammoudeh,Paulo André Lima de Castro,Ali Dehghantanha,Kim-Kwang Raymond Choo +7 more
TL;DR: This paper proposes a novel Multi-Agent Data Exfiltration Detector Architecture (MADEX), inspired by the mechanisms and features present in the human immune system, and addresses the detection of rootkits real-time in an agnostic way using an artificial immune system approach while it satisfies strict latency requirements.
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.