DocumentCode :
268099
Title :
A Verification Method for MASOES
Author :
Perozo, Niriaska ; Aguilar Perozo, J. ; Terán, O. ; Molina, H.
Author_Institution :
Unidad de Intel. Artificial, Decanato de Cienc. y Tecnol., Univ. Centroccidental Lisandro Alvarado, Barquisimeto, Venezuela
Volume :
43
Issue :
1
fYear :
2013
fDate :
Feb. 2013
Firstpage :
64
Lastpage :
76
Abstract :
MASOES is a 3agent architecture for designing and modeling self-organizing and emergent systems. This architecture describes the elements, relationships, and mechanisms, both at the individual and the collective levels, that favor the analysis of the self-organizing and emergent phenomenon without mathematically modeling the system. In this paper, a method is proposed for verifying MASOES from the point of view of design in order to study the self-organizing and emergent behaviors of the modeled systems. The verification criteria are set according to what is proposed in MASOES for modeling self-organizing and emerging systems and the principles of the wisdom of crowd paradigm and the fuzzy cognitive map (FCM) theory. The verification method for MASOES has been implemented in a tool called FCM Designer and has been tested to model a community of free software developers that works under the bazaar style as well as a Wikipedia community in order to study their behavior and determine their self-organizing and emergent capacities.
Keywords :
directed graphs; emergent phenomena; formal verification; fuzzy logic; multi-agent systems; 3agent architecture; FCM Designer; FCM theory; MASOES; Wikipedia community; bazaar style; crowd paradigm; emergent phenomenon; emergent systems; free software developers; fuzzy cognitive map theory; multiagent architecture; multiagent systems; self-organizing phenomenon; self-organizing systems; verification method; Analytical models; Communities; Computer architecture; Emergent phenomena; Mathematical model; Multiagent systems; Emergent systems; fuzzy cognitive maps (FCMs); multiagent systems; self-organization; wisdom of crowds;
fLanguage :
English
Journal_Title :
Cybernetics, IEEE Transactions on
Publisher :
ieee
ISSN :
2168-2267
Type :
jour
DOI :
10.1109/TSMCB.2012.2199106
Filename :
6211437
Link To Document :
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