An interactive approach for multiobjective decision making


Koksalan M. , Karasakal E.

JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, cilt.57, sa.5, ss.532-540, 2006 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 57 Konu: 5
  • Basım Tarihi: 2006
  • Doi Numarası: 10.1057/palgrave.jors.2602019
  • Dergi Adı: JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY
  • Sayfa Sayıları: ss.532-540

Özet

We develop an interactive approach for multiobjective decision-making problems, where the solution space is defined by a set of constraints. We first reduce the solution space by eliminating some undesirable regions. We generate solutions (partition ideals) that dominate portions of the efficient frontier and the decision maker (DM) compares these with feasible solutions. Whenever the decision maker prefers a feasible solution, we eliminate the region dominated by the partition ideal. We then employ an interactive search method on the reduced solution space to help the DM further converge toward a highly preferred solution. We demonstrate our approach and discuss some variations.