Titre du document / Document title

Augmented negative selection algorithm with variable-coverage detectors

Auteur(s) / Author(s)

ZHOU JI ⁽¹⁾ ; DASGUPATA Dipankar ⁽²⁾ ;

Affiliation(s) du ou des auteurs / Author(s) Affiliation(s)

⁽¹⁾ St. Jude Children's Research Hospital, Memphis, TN 38105, ETATS-UNIS
⁽²⁾ The University of Memphis, Memphis, TN 38152, ETATS-UNIS

Résumé / Abstract

An augmentation of negative selection algorithm is developed featuring detectors that have variable coverage. While the detectors can have different kinds of variable properties in the light of this concept, the paper mainly describes the experiments of variable-sized detectors in real-valued space. Effects of the two main control parameters, self radius and expected coverage, are discussed and experimented with both synthesized and real-word datasets. The new approach improves efficiency and reliability without compromising the order of magnitude of complexity.

Source / Source

Congrès
Proceedings of the 2004 congress on evolutionary computation :   ( CEC 2004, June 19-23, 2004, Portland OR, USA )
Congress on evolutionary computation, Portland OR , ETATS-UNIS (19/06/2004)
2004  [Note(s) : XXX-2371 p., ] (16 ref.) ISBN 0-7803-8515-2 ;  Illustration : Illustration ;

Langue / Language

Anglais

Editeur / Publisher

IEEE, Piscataway NJ, ETATS-UNIS  (2004) (Monographie)

Mots-clés anglais / English Keywords

Self control ; Reliability ; Evolutionary algorithm ;

Mots-clés français / French Keywords

Autocontrôle ; Fiabilité ; Algorithme évolutionniste ;

Mots-clés espagnols / Spanish Keywords

Autocontrol ; Fiabilidad ; Algoritmo evoluciónista ;

Localisation / Location

INIST-CNRS, Cote INIST : Y 38575(1), 35400012451762.1530