A Comparative Location Study for the Joint Development Station of a Mass Rapid Transit System: A Case in Taichung City in Taiwan

This paper is concerned with the selection of a candidate joint development station (JDS) for a Mass Rapid Transit (MRT) system. We propose a method to reach consensus for a group decision on the basis of a combination of the analytic hierarchy process and the assurance region model of data envelopment analysis. Several strategies for using this methodology—for example, Delphi procedures—are also discussed. On the basis of these analyses, the evaluators (council members) responsible for recommending the proper candidate JDS for an MRT system in Taichung City, Taiwan, came up with two contenders from among five: one station in Taichung's CBD area and the other in the Situn district. It was not possible to discriminate between the two using multiple criteria for evaluating stations. The evaluators recommended these two stations to the city council, who should now be able to make an informed, objective decision. In this report we have summarized, with emphasis on the methodological aspects, the decision-making processes that the evaluators followed.

[1]  Theodor J. Stewart,et al.  Relationships between Data Envelopment Analysis and Multicriteria Decision Analysis , 1996 .

[2]  Taho Yang,et al.  Systematic layout planning: a study on semiconductor wafer fabrication facilities , 2000 .

[3]  William W. Cooper,et al.  SHORT COMMUNICATION: MEASURING EFFICIENCY OF DECISION MAKING UNITS , 1979 .

[4]  Zilla Sinuany-Stern,et al.  DEA and the discriminant analysis of ratios for ranking units , 1998, Eur. J. Oper. Res..

[5]  Rodney H. Green,et al.  Data envelopment analysis and multiple criteria decision making , 1993 .

[6]  Barton A. Smith,et al.  Comparative Site Evaluations for Locating a High-Energy Physics Lab in Texas , 1986 .

[7]  R. Keeney Decision analysis: an overview. , 1982, Operations research.

[8]  Toshiyuki Sueyoshi,et al.  A unified framework for the selection of a Flexible Manufacturing System , 1995 .

[9]  Patrick T. Harker,et al.  The Analytic Hierarchy Process , 1989 .

[10]  Hokey Min,et al.  LOCATION PLANNING OF AIRPORT FACILITIES USING THE ANALYTIC HIERARCHY PROCESS. , 1994 .

[11]  R Ramanathan,et al.  A note on the use of the analytic hierarchy process for environmental impact assessment. , 2001, Journal of environmental management.

[12]  Ying-Ming Wang,et al.  A linear programming method for generating the most favorable weights from a pairwise comparison matrix , 2008, Comput. Oper. Res..

[13]  Ralph L. Keeney,et al.  Feature Article - Decision Analysis: An Overview , 1982, Oper. Res..

[14]  Kaoru Tone,et al.  A comparative study on AHP and DEA , 2017 .

[15]  Zilla Sinuany-Stern,et al.  Scaling units via the canonical correlation analysis in the DEA context , 1997, Eur. J. Oper. Res..

[16]  Bruce L. Golden,et al.  Linear programming models for estimating weights in the analytic hierarchy process , 2005, Comput. Oper. Res..

[17]  Valerie Belton,et al.  An Integrating Data Envelopment Analysis With Multiple Criteria Decision Analysis , 1992 .

[18]  Valerie Belton,et al.  Demystifying DEA — A Visual Interactive Approach Based on Multiple Criteria Analysis , 1993 .

[19]  Yacov Y. Haimes,et al.  Decision Making with Multiple Objectives , 1985 .

[20]  Zilla Sinuany-Stern,et al.  Academic departments efficiency via DEA , 1994, Comput. Oper. Res..

[21]  J. Cubbin,et al.  Public Sector Efficiency Measurement: Applications of Data Envelopment Analysis , 1992 .

[22]  W. Cooper,et al.  Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software , 1999 .

[23]  W. Cook,et al.  A data envelopment model for aggregating preference rankings , 1990 .

[24]  Zilla Sinuany-Stern,et al.  Combining ranking scales and selecting variables in the DEA context: the case of industrial branches , 1998, Comput. Oper. Res..

[25]  Ying-Ming Wang,et al.  On the normalization of interval and fuzzy weights , 2006, Fuzzy Sets Syst..

[26]  Kaoru Tone,et al.  A comparative site evaluation study for relocating Japanese government agencies out of Tokyo , 2003 .

[27]  Theodor J. Stewart Data envelopment analysis and multiple criteria decision making: A response , 1994 .

[28]  Jean H. P. Paelinck,et al.  Qualitative Multicriteria Analysis: An Application to Airport Location , 1977 .

[29]  Zilla Sinuany-Stern,et al.  Discrete Multiattribute Utility Approach to Project Selection , 1987 .

[30]  Muhittin Oral,et al.  A methodology for collective evaluation and selection of industrial R&D projects , 1991 .

[31]  Lawrence M. Seiford,et al.  Prioritization models for frontier decision making units in DEA , 1992 .

[32]  A. U.S.,et al.  Measuring the efficiency of decision making units , 2003 .

[33]  Abraham Charnes,et al.  Measuring the efficiency of decision making units , 1978 .

[34]  Richard de Neufville,et al.  Successful Siting of Airports: Sydney Example , 1990 .

[35]  Peter C. Fishburn,et al.  Expected utility: An anniversary and a new era , 1988 .

[36]  Zilla Sinuany-Stern,et al.  An AHP/DEA methodology for ranking decision making units , 2000 .

[37]  R. Dyson,et al.  Reducing Weight Flexibility in Data Envelopment Analysis , 1988 .

[38]  Michael J. Hill,et al.  Multi-criteria decision analysis in spatial decision support: the ASSESS analytic hierarchy process and the role of quantitative methods and spatially explicit analysis , 2005, Environ. Model. Softw..

[39]  Tomomi Matsui,et al.  AN INEFFICIENCY MEASUREMENT METHOD FOR MANAGEMENT SYSTEMS , 1994 .