An architecture for multiple heterogeneous case-based reasoning employing agent technologies

Teodorescu, E.I and Petridis, M (2008) An architecture for multiple heterogeneous case-based reasoning employing agent technologies In: 1st International Workshop on Combinations of Intelligent Methods and Applications (CIMA 2008), 22 July, 2008, Patras, Greece.

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Abstract

This paper presents an investigation into applying Case-Based Reasoning to Multiple Heterogeneous Case Bases using agents. The adaptive CBR process and the architecture of the system are presented. A case study is presented to illustrate and evaluate the approach. The process of creating and maintaining the dynamic data structures is discussed. The similarity metrics employed by the system are used to support the process of optimisation of the collaboration between the agents which is based on the use of a blackboard architecture. The blackboard architecture is shown to support the efficient collaboration between the agents to achieve an efficient overall CBR solution, while using case-based reasoning methods to allow the overall system to adapt and learn new collaborative strategies for achieving the aims of the overall CBR problem solving process.

Item Type:Contribution to conference proceedings in the public domain ( Full Paper)
Subjects:G000 Computing and Mathematical Sciences > G400 Computing
Faculties:Faculty of Science and Engineering > School of Computing, Engineering and Mathematics > Computational Intelligence
ID Code:9699
Deposited By:editor cmis
Deposited On:17 Jan 2012 13:47
Last Modified:20 Jun 2012 10:40

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