View full-text article in PMC Complex Intell Systems. 2023 Jan 20:1–34. Online ahead of print. doi: 10.1007/s40747-022-00953-w Search in PMC Search in PubMed View in NLM Catalog Add to search Copyright and License information © The Author(s) 2023 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. PMC Copyright notice Table 21. Comparative analysis of aggregate operators WA NA PA WFAWA (our) Ranking q = 3 U1=0.2415 U2=0.0307 U3=0.5370 U4=0.4424 U5=0.7494 U1=0.2039 U2=-0.0420 U3=0.4659 U4=0.3630 U5=0.7647 U1=0.2476 U2=0.0007 U3=0.5064 U4=0.4175 U5=0.8035 U1=0.1980 U2=-0.0476 U3=0.5136 U4=0.3880 U5=0.8082 WA x5>x3>x4>x1>x2 NA x5>x3>x4>x1>x2 PA x5>x3>x4>x1>x2 WFAWA x5>x3>x4>x1>x2 q = 4 U1=0.2611 U2=0.0513 U3=0.5636 U4=0.4763 U5=0.7534 U1=0.2229 U2=-0.0277 U3=0.4858 U4=0.3850 U5=0.7618 U1=0.2779 U2=0.0200 U3=0.5307 U4=0.4491 U5=0.8017 U1=0.2239 U2=-0.0323 U3=0.5354 U4=0.4052 U5=0.8218 WA x5>x3>x4>x1>x2 NA x5>x3>x4>x1>x2 WA x5>x3>x4>x1>x2 WFAWA x5>x3>x4>x1>x2 q = 5 U1=0.2694 U2=0.0668 U3=0.5820 U4=0.4988 U5=0.7624 U1=0.2339 U2=-0.0171 U3=0.5004 U4=0.4020 U5=0.7593 U1=0.2964 U2=0.0343 U3=0.5481 U4=0.4733 U5=0.8013 U1=0.2362 U2=-0.0267 U3=0.5453 U4=0.4127 U5=0.8318 WA x5>x3>x4>x1>x2 NA x5>x3>x4>x1>x2 PA x5>x3>x4>x1>x2 WFAWA x5>x3>x4>x1>x2 q = 6 U1=0.2722 U2=0.0780 U3=0.5948 U4=0.5129 U5=0.7754 U1=0.2405 U2=-0.0088 U3=0.5119 U4=0.4153 U5=0.7573 U1=0.3083 U2=0.0452 U3=0.5608 U4=0.4921 U5=0.8022 U1=0.2408 U2=-0.0263 U3=0.5486 U4=0.4148 U5=0.8428 WA x5>x3>x4>x1>x2 NA x5>x3>x4>x1>x2 PA x5>x3>x4>x1>x2 WFAWA x5>x3>x4>x1>x2 q = 7 U1=0.2743 U2=0.0864 U3=0.6032 U4=0.5203 U5=0.7890 U1=0.2461 U2=-0.0012 U3=0.5204 U4=0.4249 U5=0.7562 U1=0.3158 U2=0.0536 U3=0.5710 U4=0.5071 U5=0.8038 U1=0.2408 U2=-0.0289 U3=0.5487 U4=0.4138 U5=0.8544 WA x5>x3>x4>x1>x2 NA x5>x3>x4>x1>x2 PA x5>x3>x4>x1>x2 WFAWA x5>x3>x4>x1>x2