Evidence map›Paper›PMID 34539090›Full record

ArticleNeural computing & applications2022

The novel VIKOR methods for generalized Pythagorean fuzzy soft sets and its application to children of early childhood in COVID-19 quarantine.

Murat Kirişci, İbrahim Demir, Necip Şimşek, Nihat Topaç, Musa Bardak

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Article in Neural computing & applications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

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5citing papers in PubMed
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5 citing papers in PubMed.

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5 · Who and what money

Authors and funding

5 authors.

Murat KirişciDepartment of Biostatistics, Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey.ORCID 0000-0003-4938-5207
İbrahim DemirDepartment of Statistics, Yildiz Technical University, Istanbul, Turkey.ORCID https://orcid.org/0000-0002-7750-6910
Necip ŞimşekDepartment of Mathematics, Istanbul Commerce University, Istanbul, Turkey.
Nihat TopaçDepartment of Early Childhood Educaiton, Istanbul University-Cerrahpasa, Istanbul, Turkey.
Musa BardakDepartment of Early Childhood Educaiton, Istanbul Sabahattin Zaim University, Istanbul, Turkey.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this work, the new VIKOR methods are established using the generalized Pythagorean fuzzy soft sets (GPFSSs). For GPFSSs, the distance measures such as Hamming, Euclidean, and generalized are given. Further, the basic characteristics of these distance measures are examined. Fuzzy and soft sets are strong instruments for uncertainty. This strongness has been demonstrated by the GPFSS combining Pythagorean fuzzy sets and soft sets and applied to imprecise and ambiguous information. In this context, new remoteness index-based methods have been proposed, which are dissimilar from available VIKOR methods. The displaced and fixed ideals positive and negative Pythagorean fuzzy values (PFV) were defined. Thus, based on this definition, displaced positive ideal remoteness indices, negative ideal remoteness indices, and fixed positive ideal, negative ideal remoteness indices were discussed. Two different weights are used here: weights based on OF preference information and precise weights calculated with the expectation score function. The VIKOR method given here provides a different way from canonical VIKOR methods: rank candidate alternatives and determining a compromise solution based on different preference structures. The processes principles of the newly defined GPFSSs VIKOR methods are given by four algorithms. An example of these algorithms is given with the behavioral development and cognitive development of the children of Early Childhood children in the COVID-19 quarantine.

Indexed as

Early childhoodExpectation score functionGeneralized Pythagorean fuzzy soft setMulti-attribute decision makingRemoteness Index-Based VIKOR method

Identifiers

PMID34539090
PMCPMC8441256

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.