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
Heuristic Optimization Algorithms in Robotics
Pakize Erdogmus,Metin Toz +1 more
TL;DR: In this chapter, first in Section 2, optimization is shortly described and some well-known heuristic algorithms including, Genetic Algorithms (GA), Simulated Annealing (SA), Particle Swarm Optimization (PSO) and Gravitational Search Algorithm (GSA) are reviewed.
Journal ArticleDOI
Monkey Behavior Based Algorithms - A Survey
TL;DR: A comprehensive overview of monkey behavior based algorithms and their related literatures is provided and useful research directions are discussed to provide better insights for swarm intelligence researchers.
Journal ArticleDOI
Load Modeling During Asymmetric Disturbance in a Metropolitan Power Grid
TL;DR: In this article, the authors proposed load modeling during asymmetric disturbances (LMAD) for power system simulation, where the measurement-based approach is one of the main methods in load modeling but it has some defects in practice, mainly, it only utilizes the data recorded during three phase symmetric disturbances which rarely happen in power systems.
Journal ArticleDOI
Virtual bacterium colony in 3D image segmentation
TL;DR: A new flexible swarm intelligence optimization technique for segmentation of various structures in three- or two-dimensional images for bacterium colony segmentation in terms of both individual and social behaviour is presented.
Journal ArticleDOI
An enhanced decentralized artificial immune-based strategy formulation algorithm for swarms of autonomous vehicles
TL;DR: This work presents an algorithmic approach to the problem of strategy assignment to the members of a swarm of autonomous vehicles that makes use of a dynamic formulation of the available strategies and avoids the possibility of choosing an invalid strategy, which may lead to inferior swarm performance.
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.