Faculty Publications

Title

A goal programming approach to investment decisions: A case study of fund allocation among different shopping malls

Document Type

Article

Keywords

Delphi, Forecasting, Goal programming, Resource allocation

Journal/Book/Conference Title

European Journal of Operational Research

Volume

73

Issue

1

First Page

17

Last Page

22

Abstract

This study proposes a unique solution to resource allocation problems by combining goal programming (GP) with a qualitative forecasting model (e.g., the Delphi method) and a quantitative forecasting technique (e.g., the Poisson gravity model). Goal programming, an extension of Linear Programming (LP), is a management science technique for resource allocation in multiple objective environment. Initially, in the proposed model, the Delphi is used to elicit the experts' talents to derive the objectives to be considered in resource allocation. Subsequently, a forecasting technique is utilized to predict the future values for these objectives. The information obtained from these two forecasting techniques is then used to construct a GP model. To test for its practicality, the proposed model was applied to allocate funds among different retail stores in the Atlanta retailing system to maximize an investor's revenue. First the number of shopping trips taken to different retail centers in the Atlanta area were predicted and then these forecasts were treated as goals to be achieved. These forecasted goals were subsequently used to formulate a goal programming model to allocate funds for leasing retail stores in different shopping centers within the system. The Atlanta retailing system was chosen only as an example; the proposed methodology can be applied to any resource allocation problem. © 1994.

Original Publication Date

2-24-1994

DOI of published version

10.1016/0377-2217(94)90135-X

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