Paper Info
Title
Distributed Fuzzy Agents: A Framework For Intelligent Network Monitoring
Abstract
In this paper, we present a distributed fuzzy agent architecture with applications to network management and control. Each agent is designed to mimic human problem solving abilities in a network environment with monitoring and control objectives. In this fuzzy agent framework, each agent is equipped with a fuzzy micro-expert system, consisting of a fuzzy knowledge-base and an inference engine. The knowledge-base is a collection of fuzzy rules derived from an expert and represented as fuzzy conditional statements. Each agent is configured to react to precepts from its local environment and also to commands decoded in messages received from other fuzzy agents. The agents' actions have local or external behaviors. Local behaviors are mainly due to environmental sensors while external behaviors consist of collaborative control messages forwarded to other fuzzy agents.
Year
DOI
Venue
1997
10.1109/ICC.1997.610003
ICC'97: 1997 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS - TOWARDS THE KNOWLEDGE MILLENNIUM, CONFERENCE RECORD - VOLS 1-3
Keywords
Field
DocType
network management, fuzzy logic, fuzzy agent
Neuro-fuzzy,Intelligent agent,Computer science,Fuzzy logic,Software agent,Artificial intelligence,Inference engine,Adaptive neuro fuzzy inference system,Fuzzy control system,Fuzzy agent
Conference
Citations 
PageRank 
References 
0
0.34
0
Authors
1
Name
Order
Citations
PageRank
Thomas D. Ndousse181.27