Automated Decision-Making with TOPSIS for Water Analysis
This paper aims to present a new application of TOPSIS with an automated decision-making process for the analysis of drinking water. For this purpose, the algorithm was modified with a fuzzy disjunction, and the maximal output values were set to one. The properties of drinking water, such as total d...
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| Format: | Article |
| Language: | English |
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Sumy State University
2022-06-01
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| Series: | Журнал інженерних наук |
| Subjects: | |
| Online Access: | https://jes.sumdu.edu.ua/wp-content/uploads/2022/12/jes_9_1_2022_H19-H24.pdf |
| _version_ | 1797974609581047808 |
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| author | Javanbakht T. |
| author_facet | Javanbakht T. |
| author_sort | Javanbakht T. |
| collection | DOAJ |
| description | This paper aims to present a new application of TOPSIS with an automated decision-making process for the analysis of drinking water. For this purpose, the algorithm was modified with a fuzzy disjunction, and the maximal output values were set to one. The properties of drinking water, such as total dissolved solids, hardness, electrical conductivity, and cost, were the criteria analyzed in this study. These criteria were analyzed with unmodified and modified algorithms. Therefore, the modified TOPSIS was also used to optimize the parameters of the candidates. The appearance of the value of 1.0 in the algorithm’s output was due to the confusion of an individual’s categories of drinking water and undrinkable water. The advantage of this investigation was that, for the first time, it allowed automated decision-making to detect the drinking water in different samples and analyze them according to their characteristics. This would be important in developing new technologies for detecting and analyzing drinking water in the environment. The results of this paper can be applied in materials sciences and engineering. |
| first_indexed | 2024-04-11T04:22:30Z |
| format | Article |
| id | doaj.art-3921e9a315a64a029f3b42a0040b421d |
| institution | Directory Open Access Journal |
| issn | 2312-2498 2414-9381 |
| language | English |
| last_indexed | 2024-04-11T04:22:30Z |
| publishDate | 2022-06-01 |
| publisher | Sumy State University |
| record_format | Article |
| series | Журнал інженерних наук |
| spelling | doaj.art-3921e9a315a64a029f3b42a0040b421d2022-12-30T10:39:02ZengSumy State UniversityЖурнал інженерних наук2312-24982414-93812022-06-0191H19H2410.21272/jes.2022.9(1).h3Automated Decision-Making with TOPSIS for Water AnalysisJavanbakht T.0Department of Computer Science, University of Quebec in Montreal, 201, President Kennedy St., Montreal, Quebec H2X 3Y7, CanadaThis paper aims to present a new application of TOPSIS with an automated decision-making process for the analysis of drinking water. For this purpose, the algorithm was modified with a fuzzy disjunction, and the maximal output values were set to one. The properties of drinking water, such as total dissolved solids, hardness, electrical conductivity, and cost, were the criteria analyzed in this study. These criteria were analyzed with unmodified and modified algorithms. Therefore, the modified TOPSIS was also used to optimize the parameters of the candidates. The appearance of the value of 1.0 in the algorithm’s output was due to the confusion of an individual’s categories of drinking water and undrinkable water. The advantage of this investigation was that, for the first time, it allowed automated decision-making to detect the drinking water in different samples and analyze them according to their characteristics. This would be important in developing new technologies for detecting and analyzing drinking water in the environment. The results of this paper can be applied in materials sciences and engineering.https://jes.sumdu.edu.ua/wp-content/uploads/2022/12/jes_9_1_2022_H19-H24.pdftopsiswaterautomated decision-makingcomputational engineeringprocess innovation |
| spellingShingle | Javanbakht T. Automated Decision-Making with TOPSIS for Water Analysis Журнал інженерних наук topsis water automated decision-making computational engineering process innovation |
| title | Automated Decision-Making with TOPSIS for Water Analysis |
| title_full | Automated Decision-Making with TOPSIS for Water Analysis |
| title_fullStr | Automated Decision-Making with TOPSIS for Water Analysis |
| title_full_unstemmed | Automated Decision-Making with TOPSIS for Water Analysis |
| title_short | Automated Decision-Making with TOPSIS for Water Analysis |
| title_sort | automated decision making with topsis for water analysis |
| topic | topsis water automated decision-making computational engineering process innovation |
| url | https://jes.sumdu.edu.ua/wp-content/uploads/2022/12/jes_9_1_2022_H19-H24.pdf |
| work_keys_str_mv | AT javanbakhtt automateddecisionmakingwithtopsisforwateranalysis |