Group AHP framework based on geometric standard deviation and interval group pairwise comparisons

Grošelj, Petra (author), Dolinar, Gregor (author)

The complexity of multi-criteria decision problems requires the involvement of a group of experts, who can contribute their knowledge, experience and opinions to the decision-making process. The aim of this study is to present a new group analytic hierarchy process (AHP) framework, called GSD-IJ. The main idea is to emphasize group satisfaction with the final decision, which is measured by the group satisfaction index. GSD-IJ is based on geometric mean and geometric standard deviation and allows aggregation of individual scalar valued judgments into interval group judgments. The width of the group interval judgments is controlled by the parameter λ, which ensures the acceptable degree of uncertainty of interval judgments, while providing the highest possible value of the group satisfaction index. Fuzzy preference programming is used to derive scalar-valued group weights from group interval pairwise comparison matrix. Three examples are given to evaluate and validate GSD-IJ. The results show that GSD-IJ performs well and is suitable for solving group multi-criteria decision problems.

• Language: English
• Keywords: analytic hierarchy process, geometric standard deviation, interval weights, consistency, decision makers’ satisfaction, uncertainty
• Work type: Article
• Typology: 1.01 - Original Scientific Article
• Organization: BF - Biotechnical Faculty
• Publication status: Published
• Publication version: Version of Record
• Year: 2023
• Number of pages: Str. 370-389
• Numbering: Vol. 626
• PID: 20.500.12556/RUL-143953
• UDC: 630*
• ISSN on article: 1872-6291
• DOI: 10.1016/j.ins.2023.01.034
• COBISS.SI-ID: 138998787
• Publication date in RUL: 23.01.2023

Record is a part of a journal

• Title: Information sciences
• Publisher: Elsevier
• ISSN: 1872-6291
• COBISS.SI-ID: 23178245

Licences

• License: CC BY 4.0, Creative Commons Attribution 4.0 International
• Link: http://creativecommons.org/licenses/by/4.0/
• Description: This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

• Language: Slovenian
• Keywords: analitični hierarhični proces, geometrijski standardni odklon, intervalne uteži, konsistentnost, zadovoljstvo deležnikov, nedoločenost

Projects

• Funder: ARRS - Slovenian Research Agency
• Project number: P4-0059
• Name: Gozd, gozdarstvo in obnovljivi gozdni viri