278 Asian J. Management Science and Applications, Vol. 1, No. 3, 2014
Copyright © 2014 Inderscience Enterprises Ltd.
Evaluating and selecting hospital locations using
fuzzy multicriteria decision making
Santoso Wibowo
School Engineering and Technology,
Central Queensland University,
108 Lonsdale Street, Melbourne, Victoria 3000, Australia
Fax: +61-(0)3-9639-4800
E-mail: s.wibowo1@cqu.edu.au
Abstract: The hospital location evaluation and selection process is complex
and challenging owing to the multi-dimensional nature of the process and the
presence of uncertainty and imprecision inherent in the decision making
process. To ensure effective decisions are made, this paper presents a new
approach for evaluating and selecting hospital locations. The evaluation
problem is formulated as a multicriteria decision making problem, and a fuzzy
multicriteria decision making algorithm is developed for evaluating and
selecting hospital location alternatives. Linguistic terms approximated by fuzzy
numbers are used to represent the subjective assessments of the
decision maker. To avoid the complex and unreliable process of comparing
fuzzy numbers usually required in fuzzy multicriteria decision making, a new
algorithm is developed based on the concept of ideal solutions. A hospital
location selection problem is presented to demonstrate the effectiveness of the
approach.
Keywords: performance evaluation; fuzzy multicriteria decision making;
hospital location; uncertainty and imprecision.
Reference to this paper should be made as follows: Wibowo, S. (2014)
‘Evaluating and selecting hospital locations using fuzzy multicriteria
decision making’, Asian J. Management Science and Applications, Vol. 1,
No. 3, pp.278–291.
Biographical notes: Santoso Wibowo is a Senior Lecturer in Information
Systems at the School of Engineering and Technology, Central Queensland
University, Australia. He holds a Master degree in Information Systems, a
Master degree of Business, and a PhD in Business Information Systems. His
research interests include intelligent information systems, multicriteria decision
analysis, knowledge management, and their applications for management
decision making.
This paper is a revised and expanded version of a paper entitled ‘A
preference-based approach to fuzzy multicriteria decision making evaluation of
hospital locations’ presented at the Asian Conference of Management Science
and Applications, Sichuan, China, 7–10 September 2012.