An interactive algorithm to find the most preferred solution of multi-objective integer programs


LOKMAN B., Koksalan M. , Korhonen P. J. , Wallenius J.

ANNALS OF OPERATIONS RESEARCH, cilt.245, ss.67-95, 2016 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 245
  • Basım Tarihi: 2016
  • Doi Numarası: 10.1007/s10479-014-1545-2
  • Dergi Adı: ANNALS OF OPERATIONS RESEARCH
  • Sayfa Sayıları: ss.67-95

Özet

In this paper, we develop an interactive algorithm that finds the most preferred solution of a decision maker (DM) for multi-objective integer programming problems. We assume that the DM's preferences are consistent with a quasiconcave value function unknown to us. Based on the properties of quasiconcave value functions and pairwise preference information obtained from the DM, we generate constraints to restrict the implied inferior regions. The algorithm continues iteratively and guarantees to find the most preferred solution for integer programs. We test the performance of the algorithm on multi-objective assignment, knapsack, and shortest path problems and show that it works well.