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ISPE
2003

Application of data mining and intelligent agent technologies to concurrent engineering

11 years 1 months ago
Application of data mining and intelligent agent technologies to concurrent engineering
: Software agent technology has matured enough to produce intelligent agents, which can be used to control a large number of concurrent engineering tasks. Multi-agent systems are communities of agents that exchange information and data in the form of messages. The agents’ intelligence can range from rudimentary sensor monitoring and data reporting to more advanced forms of decision making and autonomous behavior. The behavior and intelligence of each agent in the community can be obtained by performing data mining on available application data and the respected knowledge domain. We have developed Agent Academy, a software platform for the design, creation, and deployment of multi-agent systems, which combines the power of knowledge discovery algorithms with the versatility of agents. Using this platform, we show how agents, equipped with a data-driven inference engine, can be dynamically and continuously trained. We also discuss a few prototype multi-agent systems developed with Agen...
Pericles A. Mitkas, Andreas L. Symeonidis, Dionisi
Added 31 Oct 2010
Updated 31 Oct 2010
Type Conference
Year 2003
Where ISPE
Authors Pericles A. Mitkas, Andreas L. Symeonidis, Dionisis Kehagias, Ioannis N. Athanasiadis
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