Medical Optimal Decision Making based Holonic Multi Agent System

被引：0

作者：

Esra, Alkaysi ^{[1
]}

Reiner, Unland ^{[1
]}

Weihs, Claus ^{[2
]}

Branki, Cherif ^{[3
]}

机构：

[1] Univ Duisburg Essen, Inst Comp Sci & Business Informat Syst, D-45117 Essen, Germany

[2] Univ Dortmund, Dept Computat Stat, D-44221 Dortmund, Germany

[3] Univ West Scotland, Paisley, Renfrew, Scotland

来源：

2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 3 | 2010年

关键词：

decision theory; Bayesian probability; uncertainty; holonic multi agent system; self-organization swarm intelligence; stigmergy;

D O I：

10.1109/ICCAE.2010.5451382

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

this paper concentrates on the decision process based on multi-agent system theory; the holonic paradigm, and swarm intelligence techniques, Bayesian probability since, among others, uncertainty is an inherent feature of a medical diagnostic process with highly reliable results. The presented approach focuses on reaching the optimal medical diagnosis with the minimum risk under the given uncertainty. Additional factors that play an important role are the required time for the decision process and the produced costs.

引用

页码：392 / 396

页数：5

共 29 条

[1] PUFF - AN EXPERT SYSTEM FOR INTERPRETATION OF PULMONARY-FUNCTION DATA [J].

AIKINS, JS ;

KUNZ, JC ;

SHORTLIFFE, EH .

COMPUTERS AND BIOMEDICAL RESEARCH, 1983, 16 (03) :199-208

[2]

[Anonymous], 1999, Swarm Intelligence

[3]

[Anonymous], 4 INT WORKSH SOFTW P

[4]

Aziz-Alaoui M.A., 2006, PROPERTIES NATURAL A, P185

[5]

Catley C., 2003, 4 IEEE C INF TECHN A

[6]

Catley C., 2003, 25 IEEE EMBS CANC ME

[7]

Charles T., 2004, RISK FINANCIAL MANAG, P22

[8] THE EVOLUTION OF CONTROL ARCHITECTURES FOR AUTOMATED MANUFACTURING SYSTEMS [J].

DILTS, DM ;

BOYD, NP ;

WHORMS, HH .

JOURNAL OF MANUFACTURING SYSTEMS, 1991, 10 (01) :79-93

[9]

Frederick S., 2005, INTRO OPERATIONS RES, P686

[10]

Iantovics B., NOVEL DIAGNOSIS SYST

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