Title :
A decision support system for hospital emergency departments designed using agent-based modeling and simulation
Author :
Taboada, Manel ; Cabrera, Eduardo ; Luque, Emilio ; Epelde, Francisco ; Iglesias, Ma Luisa
Author_Institution :
Tomas Cerda Comput. Sci. Sch., Univ. Autonoma of Barcelona (UAB), Barcelona, Spain
Abstract :
This paper presents the results of an ongoing project whose objective is to develop a model and a simulation that, used as Decision Support System, aid the heads of Hospital Emergency Departments to make the best informed decisions possible. The defined model is a pure Agent-Based Model, formed entirely of the rules governing the behavior of the agents that populate the system. Two distinct types of agents have been identified, active and passive. Active agents represent persons, whereas passive agents represent services and reactive systems. The actions of agents and the communication among them are represented using Moore state machines. The model also includes the environment in which agents move and interact. The simulation has been implemented using NetLogo, and it has been used to evaluate the potential benefits for the ED of the derivation to primary care services of those patients who attend emergency services without requiring an urgent attention.
Keywords :
decision support systems; digital simulation; finite state machines; hospitals; medical administrative data processing; software agents; Moore state machines; NetLogo; active agents; agent based model; agent based modeling; agent based simulation; decision support system; hospital emergency departments; Computational modeling; Decision support systems; Educational institutions; Emergency services; Hospitals; Humans; Agent-Based Modeling; Decision Support System; Individual Oriented Simulation;
Conference_Titel :
Information Reuse and Integration (IRI), 2012 IEEE 13th International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4673-2282-9
Electronic_ISBN :
978-1-4673-2283-6
DOI :
10.1109/IRI.2012.6303032