Integrated agent-based and case-based reasoning system

Abstract EN

Increasing the complexity of the modern systems drives to use multiple case bases in the case based reasoning (CBR) system to solve a single problem.

Sometimes, it is difficult and unmangable task to store the knowledge of the domain of these complex systems in a single case base.

On the other hand, usually these multiple case bases having different structures that cause main limitation for solving the problem.

This research introduces integrating the case based systems using multiple case bases with agent-based technique.

This enables the system to use different case base structures.

The proposed system has been applied for designing the radiotherapy of the kidney, liver and skin cancers.

It is found that, the suggested system has simplified, managed the complexity, increasing the accuracy of the of CBR systems.

Therefore, it can be applied with a good performance for the practical sites.