Repeated game analysis on ART adaptive categorization game

Wai keung Fung; Yun hui Liu

doi:10.1109/IJCNN.2000.861524

Repeated game analysis on ART adaptive categorization game

Wai keung Fung^*
, Yun hui Liu

^*Awdur cyfatebol y gwaith hwn

Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid

Crynodeb

A new formulation of adaptive categorization game of ART-type networks is described in this paper. Learning automata dynamics is introduced into adaptive categorization game in ART-type networks so that the vigilance parameters ρ are adjusted to give variable sized clusters. Moreover, repeated game analysis is also conducted on the learning automata based adaptive categorization game to study the asymptotic behaviors of the game when data patterns are passed to the ART networks one after the other.

Iaith wreiddiol	Saesneg
Tudalennau	535-540
Nifer y tudalennau	6
Dynodwyr Gwrthrych Digidol (DOIs)	https://doi.org/10.1109/IJCNN.2000.861524
Statws	Cyhoeddwyd - 2000
Cyhoeddwyd yn allanol	Ie
Digwyddiad	International Joint Conference on Neural Networks (IJCNN'2000) - Como, Italy Hyd: 24 Gorff 2000 → 27 Gorff 2000

Cynhadledd

Cynhadledd	International Joint Conference on Neural Networks (IJCNN'2000)
Dinas	Como, Italy
Cyfnod	24/07/00 → 27/07/00

Mynediad at Ddogfen

10.1109/IJCNN.2000.861524

Ffeiliau eraill a chysylltiadau

Dolen i’r cyhoeddiad yn Scopus

Dyfynnu hyn

@conference{31546fe2d4fb4c55a2d145ca10f8539a,

title = "Repeated game analysis on ART adaptive categorization game",

abstract = "A new formulation of adaptive categorization game of ART-type networks is described in this paper. Learning automata dynamics is introduced into adaptive categorization game in ART-type networks so that the vigilance parameters ρ are adjusted to give variable sized clusters. Moreover, repeated game analysis is also conducted on the learning automata based adaptive categorization game to study the asymptotic behaviors of the game when data patterns are passed to the ART networks one after the other.",

author = "Fung, \{Wai keung\} and Liu, \{Yun hui\}",

year = "2000",

doi = "10.1109/IJCNN.2000.861524",

language = "English",

pages = "535--540",

note = "International Joint Conference on Neural Networks (IJCNN'2000) ; Conference date: 24-07-2000 Through 27-07-2000",

}

TY - CONF

T1 - Repeated game analysis on ART adaptive categorization game

AU - Fung, Wai keung

AU - Liu, Yun hui

PY - 2000

Y1 - 2000

N2 - A new formulation of adaptive categorization game of ART-type networks is described in this paper. Learning automata dynamics is introduced into adaptive categorization game in ART-type networks so that the vigilance parameters ρ are adjusted to give variable sized clusters. Moreover, repeated game analysis is also conducted on the learning automata based adaptive categorization game to study the asymptotic behaviors of the game when data patterns are passed to the ART networks one after the other.

AB - A new formulation of adaptive categorization game of ART-type networks is described in this paper. Learning automata dynamics is introduced into adaptive categorization game in ART-type networks so that the vigilance parameters ρ are adjusted to give variable sized clusters. Moreover, repeated game analysis is also conducted on the learning automata based adaptive categorization game to study the asymptotic behaviors of the game when data patterns are passed to the ART networks one after the other.

UR - https://www.scopus.com/pages/publications/0033714979

U2 - 10.1109/IJCNN.2000.861524

DO - 10.1109/IJCNN.2000.861524

M3 - Paper

AN - SCOPUS:0033714979

SP - 535

EP - 540

T2 - International Joint Conference on Neural Networks (IJCNN'2000)

Y2 - 24 July 2000 through 27 July 2000

ER -