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

^*Corresponding author for this work

Research output: Contribution to conference › Paper › peer-review

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.

Original language	English
Pages	535-540
Number of pages	6
DOIs	https://doi.org/10.1109/IJCNN.2000.861524
Publication status	Published - 2000
Externally published	Yes
Event	International Joint Conference on Neural Networks (IJCNN'2000) - Como, Italy Duration: 24 Jul 2000 → 27 Jul 2000

Conference

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

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10.1109/IJCNN.2000.861524

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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",

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

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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.

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U2 - 10.1109/IJCNN.2000.861524

DO - 10.1109/IJCNN.2000.861524

M3 - Paper

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SP - 535

EP - 540

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

Y2 - 24 July 2000 through 27 July 2000

ER -

Repeated game analysis on ART adaptive categorization game

Abstract

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