Goal programming for decision making: An overview of the current state-of-the-art
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...
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| Published in | European journal of operational research Vol. 111; no. 3; pp. 569 - 581 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Amsterdam
Elsevier B.V
16.12.1998
Elsevier Elsevier Sequoia S.A |
| Series | European Journal of Operational Research |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0377-2217 1872-6860 |
| DOI | 10.1016/S0377-2217(97)00317-2 |
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| Abstract | 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. |
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| AbstractList | There have been significant advances in the theory of goal programming (GP) in recent years, particularly in the area of intelligent modeling and solution analysis. The intention 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. Modeling techniques such as detection and restoration of pareto efficiency, normalization, redundancy checking, and non-standard utility function modeling 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. 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. |
| Author | Jones, Dylan Tamiz, Mehrdad Romero, Carlos |
| Author_xml | – sequence: 1 givenname: Mehrdad surname: Tamiz fullname: Tamiz, Mehrdad organization: University of Portsmouth, School of Mathematical Studies, Mercantile House, Hampshire Terrace, Portsmouth P01 2EG, UK – sequence: 2 givenname: Dylan surname: Jones fullname: Jones, Dylan organization: University of Portsmouth, School of Mathematical Studies, Mercantile House, Hampshire Terrace, Portsmouth P01 2EG, UK – sequence: 3 givenname: Carlos surname: Romero fullname: Romero, Carlos organization: Department of Forestry, Economics and Management, Technical University of Madrid, Spain |
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| SubjectTerms | Applied sciences Decision analysis Decision making Decision theory. Utility theory Exact sciences and technology Goal programming Mathematical models Modelling Operational research and scientific management Operational research. Management science Operations research Pareto optimum Studies Utility functions Utility theory |
| Title | Goal programming for decision making: An overview of the current state-of-the-art |
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