TY - JOUR
T1 - Goal programming for decision making
T2 - An overview of the current state-of-the-art
AU - Tamiz, Mehrdad
AU - Jones, Dylan
AU - Romero, Carlos
PY - 1998/12/16
Y1 - 1998/12/16
N2 - There have been significant advances in the theory of goal programming (GP) in recent years, particularly in the area of intelligent modelling and solution analysis. The intention of this paper is to provide an overview of these developments, to detail and assess the current state-of-the-art in the subject, and to highlight areas which seem promising for future research. Modelling techniques such as detection and restoration of pareto efficiency, normalisation, redundancy checking, and non-standard utility function modelling are overviewed. The connection between GP and other multi-objective-programming techniques as well as a utility interpretation of GP are examined. The rationality of ranking Multi-Criteria Decision Making techniques, and of placing GP in such a ranking, is discussed.
AB - There have been significant advances in the theory of goal programming (GP) in recent years, particularly in the area of intelligent modelling and solution analysis. The intention of this paper is to provide an overview of these developments, to detail and assess the current state-of-the-art in the subject, and to highlight areas which seem promising for future research. Modelling techniques such as detection and restoration of pareto efficiency, normalisation, redundancy checking, and non-standard utility function modelling are overviewed. The connection between GP and other multi-objective-programming techniques as well as a utility interpretation of GP are examined. The rationality of ranking Multi-Criteria Decision Making techniques, and of placing GP in such a ranking, is discussed.
KW - Decision analysis
KW - Goal programming
KW - Modelling
KW - Utility theory
UR - http://www.scopus.com/inward/record.url?scp=0032306640&partnerID=8YFLogxK
UR - https://www.sciencedirect.com/journal/european-journal-of-operational-research/vol/111/issue/3
U2 - 10.1016/S0377-2217(97)00317-2
DO - 10.1016/S0377-2217(97)00317-2
M3 - Article
AN - SCOPUS:0032306640
SN - 0377-2217
VL - 111
SP - 569
EP - 581
JO - European Journal of Operational Research
JF - European Journal of Operational Research
IS - 3
ER -