Mathematics and Computational Sciences

Algorithm for Data Filling of an Incomplete Turiyam Soft Set Based on Parameter Association

Articles in Press

Document Type : Original Article

Authors

Muthukamalam M S 1
Subhashini J 2

1 Research Scholar, PG and Research Department of Mathematics, St. John's College (Affiliated to Manonmaniam Sundaranar University, Tirunelveli), Palayamkottai.

2 Assistant Professor, PG and Research Department of Mathematics, St. John's College (Affiliated to Manonmaniam Sundaranar University, Tirunelveli), Palyamkottai, Tirunelveli

10.30511/mcs.2026.2077693.1616
Abstract
In real world scenarios, data is often missing or unavailable due to various reasons. This incomplete or missing data can affect the reliability of decision-making models. In this paper, we defined the concept of an Incomplete Turiyam Soft Set, which is a Turiyam Soft Set with missing or unavailable data. To understand the relationships between the parameters of the Incomplete Turiyam Soft Set, we introduced the concepts of Consistent and Inconsistent Association between parameters. We defined new terms such as consistent association number, consistent association degree, inconsistent association number, and inconsistent association degree to measure these associations. Finally, we presented a Data Filling Algorithm to estimate the missing values based on the parameter associations. Furthermore, a real-life example was included to show how the proposed method could be applied in decision-making situations.

Keywords

Turiyam Soft Set
Incomplete Turiyam Soft Set
Paramater Association
Association Degree
Subjects
Mathematics and Computational Sciences

Articles in Press, Accepted Manuscript
Available Online from 05 June 2026

  • Receive Date 14 November 2025
  • Revise Date 01 June 2026
  • Accept Date 02 June 2026

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