Decision modelling of diversified project selection

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

2 Scopus Citations
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Author(s)

  • K. K. Lai
  • J. Xue

Related Research Unit(s)

Detail(s)

Original languageEnglish
Pages (from-to)199-212
Journal / PublicationAnnals of Operations Research
Volume87
Publication statusPublished - 1999

Abstract

A decision model for a multi-criterion, multi-decision-maker project selection problem with equilibrium conditions (MPSE) is presented. Here, the equilibrium conditions are the requirements to balance some specific interests among different groups. We first change MPSE into a single-criterion, single-decision-maker project selection problem with equilibrium conditions (SPSE). Then we model SPSE as an integer programming problem and solve it with existing software. It is pointed out that SPSE is polynomially solvable when the number of equilibrium conditions is no more than two, otherwise SPSE is NP-hard. The proposed method is successfully applied to solve a real-world charity project selection problem. We have also tested the proposed method on randomly generated MPSE instances. Experimental results seem to indicate that our method can solve MPSE routinely on a personal computer for up to 150 projects and 5 equilibrium conditions.

Research Area(s)

  • Decision model, Diversified, Multi-criterion, Project, Selection

Citation Format(s)

Decision modelling of diversified project selection. / Lai, K. K.; Xue, J.

In: Annals of Operations Research, Vol. 87, 1999, p. 199-212.

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review