A comparative study of three methods of eliciting preference information

The study reported in this paper compared three methods of eliciting preference information from a decision maker and estimating weights with this information for use in a multiple objective decision making model. The design of the study included issues of implementing computerized interactive models vs more traditional question and answer techniques in the light of different decision models (in terms of level of complexity) and differing levels of decision maker experience. Results indicate that decision makers, regardless of prior exposure to computer terminals, are not intimidated by their use. Additionally, methods which required non-quantitative statements of preferences were preferred over techniques which requested numerical estimates of tradeoffs or marginal rates of substitution between objectives.

[1]  Samuel D. Conte,et al.  Elementary Numerical Analysis , 1980 .

[2]  Subrata K. Sen,et al.  Measurement and Estimation of Conjoint Utility Functions , 1979 .

[3]  Sang M. Lee,et al.  INTERACTIVE INTEGER GOAL PROGRAMMING: METHODS AND APPLICATION , 1978 .

[4]  J. Dyer Interactive Goal Programming , 1972 .

[5]  B. J. Winer Statistical Principles in Experimental Design , 1992 .

[6]  Allan D. Shocker,et al.  A Consumer-Based Methodology for the Identification of New Product Ideas , 1974 .

[7]  Jyrki Wallenius,et al.  Comparative Evaluation of Some Interactive Approaches to Multicriterion Optimization , 1975 .

[8]  R. Kirk Experimental Design: Procedures for the Behavioral Sciences , 1970 .

[9]  R. Volkema Problem Formulation in Planning and Design , 1983 .

[10]  Robert Jacobs,et al.  A Multiple Objective Approach to Space Planning for Academic Facilities , 1979 .

[11]  R. Benayoun,et al.  Linear programming with multiple objective functions: Step method (stem) , 1971, Math. Program..

[12]  R. Dawes A case study of graduate admissions: Application of three principles of human decision making. , 1971 .

[13]  H. J. Einhorn,et al.  A Simple Multiattribute Utility Procedure for Evaluation , 1977 .

[14]  C. C. Waid,et al.  An Experimental Comparison of Different Approaches to Determining Weights in Additive Utility Models , 1982 .

[15]  BenayounR.,et al.  Linear programming with multiple objective functions , 1971 .

[16]  S. Zionts,et al.  An Interactive Programming Method for Solving the Multiple Criteria Problem , 1976 .