Agent Based Patient Scheduling Using Heuristic Algorithm

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Agent Based Patient Scheduling Using Heuristic Algorithm

Journal Title: International Journal on Computer Science and Engineering - Year 2010, Vol 2, Issue 1

Abstract

This paper describes about an agent based approach to patient scheduling using experience based learning. A heuristic algorithm is also used in the proposed framework. The evaluation on different learning techniques shows that the experience based learning (EBL) gives better solution. The processing time decreases as the experience increases. The heuristic algorithm make use of EBL in calculating the processing time. The main objective of this patient scheduling system is to reduce the waiting time of patient in hospitals and to complete their treatment in minimum required time. The framework is implemented in JADE. In this approach the patients and resources are represented as patient agents (PA) and resource agents (RA) respectively. Even though mathematical model give optimal solution, the computational complexity increases for large size problems. Heuristic solution gives better solution for large size problems. The comparisons of the proposed framework with other scheduling rules shows that an agent based approach to patient scheduling using EBL is better.

Authors and Affiliations

E. Grace Mary Kanaga , Juliet A Murali , M. L. Valarmathi

Keywords

experience based learning heuristic algorithm Scheduling multi agent systems

EP ID EP97194
DOI -
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