Adaptive Agents and Multi-Agent Systems II

2005 ◽  
Keyword(s):  
Multi Agent Systems ◽  
Adaptive Agents ◽  
Agent Systems ◽  
Multi Agent

FuzzyOrganization of Self-Adaptive Agents Based On Software Components

2014 ◽  
Vol 10 (3) ◽  
pp. 36-56 ◽  
Author(s):  
Abderrahim Siam ◽  
Ramdane Maamri ◽  
Zaïdi Sahnoun
Keyword(s):  
Membership Function ◽  
Software Components ◽  
Automatic Assembly ◽  
Multi Agent Systems ◽  
Adaptive Agents ◽  
Agent Systems ◽  
Proposed Model ◽  
Multi Agent ◽  
The Membership Function ◽  
Self Adaptive

This paper addresses the development of organizational multi agent systems as a preferred solution to develop open, distributed and adaptive application. It proposes a combination between components and agents to define a flexible organizational model of MAS based on three concepts: roles, self-adaptive agents based on components and fuzzy groups. Roles are played by agents in fuzzy groups. A fuzzy group is a fuzzy set of agents characterized by a membership function expressing the partial membership of each agent to the group. The membership function expresses the degree of capacity of each agent to play a role. This work proposes a fuzzy measure of the capacity of agents to play roles. It proposes a model of auto adaptive agents constructed by automatic assembly (reassembly) of software components. Components implement required capabilities to play roles. The proposed model and introduced concepts have been tested using the Madkit platform.

Design of an Intelligent System to Support Tutors in Learning Communities Using Multi-Agent Systems and Fuzzy Logic

2015 ◽  
Vol 10 (8) ◽  
pp. 845 ◽  
Author(s):  
Youness Chaabi ◽  
R. Messoussi ◽  
V. Hilaire ◽  
Y. Ruichek ◽  
K. Lekdioui ◽  
...  
Keyword(s):  
Fuzzy Logic ◽  
Learning Communities ◽  
Intelligent System ◽  
Multi Agent Systems ◽  
Agent Systems ◽  
Multi Agent
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