Title :
Patient and staff scheduling multi-agent system
Author :
Stiglic, Gregor ; Kokol, Peter
Author_Institution :
Lab. for Syst. Design, Maribor Univ., Slovenia
Abstract :
In this paper we present a multi-agent system for patient and staff scheduling in ambulatory health care environments. The problem to solve is two-fold: first the right amount of resources at the right time should be available for patient scheduling, and then enough medical staff should be available. In order to solve both problems, we use time series analysis that is used when agents negotiate for patient scheduling and staff allocation. Finally, we present a simulation system for health care centre scheduling problem simulation. Simple compositions of primary care units, specialized departments and different patient flow combinations can be simulated, where waiting times are optimized using proposed multi-agent system.
Keywords :
medical administrative data processing; multi-agent systems; patient monitoring; personnel; scheduling; ambulatory health care environment; health care centre scheduling; medical staff; multiagent system; patient flow combinations; patient scheduling; primary care unit; simulation system; staff allocation; staff scheduling; time series analysis; Computational modeling; Computer simulation; Frequency; Medical services; Medical simulation; Multiagent systems; Personnel; Processor scheduling; Psychology; Time series analysis;
Conference_Titel :
Computational Cybernetics, 2005. ICCC 2005. IEEE 3rd International Conference on
Print_ISBN :
0-7803-9122-5
DOI :
10.1109/ICCCYB.2005.1511541