A review on history, trends and perspectives of fuzzy linear programming
This paper presents a literature review and analysis of fuzzy linear programming models and methods. This review traces back to the linear programming with fuzzy linear constraints models proposed by Hans Jürgen Zimmermann during 1974–76 which have become the seminal works for scholars and practitio...
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Veröffentlicht in: | Operations Research Perspectives 2022, Vol.9, p.1-14, Article 100247 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | This paper presents a literature review and analysis of fuzzy linear programming models and methods. This review traces back to the linear programming with fuzzy linear constraints models proposed by Hans Jürgen Zimmermann during 1974–76 which have become the seminal works for scholars and practitioners in this field due to its ease to implement and understand. To do so, we analyze the timeline of publication of the most important works in the field, evaluate the influence of relevant papers using a time-weighted index based on the amount of citations in order to provide a perspective about the future directions in fuzzy linear programming and to recommend selected books, journals and some recent contributions to readers.
•Timeline of FLP papers shows a focus on solving defuzzified (deterministic) instances•There is a need to define unified criteria for modeling/solving FLPs•The most influential papers preserve its time-weighted influence over the years•Self-citations tend to decrease over time•The most relevant trend in FLP is to explore new fuzzy/uncertainty representations |
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ISSN: | 2214-7160 2214-7160 |
DOI: | 10.1016/j.orp.2022.100247 |