IP Network-based Multi-agent Systems for Industrial Automation

2007 ◽  
Keyword(s):  
Multi Agent Systems ◽  
Industrial Automation ◽  
Agent Systems ◽  
Ip Network ◽  
Multi Agent

scholarly journals Collective Learning in Multi-Agent Systems Based on Cultural Algorithms

2014 ◽  
Vol 17 (2) ◽  
Author(s):  
Juan Terán ◽  
José L. Aguilar ◽  
Mariela Cerrada
Keyword(s):  
Learning Model ◽  
Collective Learning ◽  
Coordination Mechanisms ◽  
Cultural Algorithms ◽  
Interaction Patterns ◽  
Multi Agent Systems ◽  
Computational Tool ◽  
Industrial Automation ◽  
Agent Systems ◽  
Multi Agent

This paper aims to present a learning model for coordination schemes in Multi-Agent Systems (MAS) based on Cultural Algorithms (CA). In this model, the individuals (one of the CA components) are the different conversations that may occur in any multi-agent systems, and the coordination scheme learned is at the level of the way to perform the communication protocols into the conversation. A conversation can has sub-conversations, and the sub-conversations and/or conversations are identified with a particular type of conversation associated with a certain interaction patterns. The interaction patterns use the coordination mechanisms existing in the literature. In order to simulate the proposed learning model, we develop a computational tool called CLEMAS, which has been used to apply the model to a case of study in industrial automation, related to a Faults Management System based on Agents.

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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