A Double Inertial Mann-Type Method for Two Nonexpansive Mappings with Application to Urinary Tract Infection Diagnosis
This study proposes a double inertial technique integrated with the Mann algorithm to address the fixed-point problem. Our method is further employed to tackle the split-equilibrium problem and perform classification using a urinary tract infection dataset in practical scenarios. The Extreme Learnin...
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| Format: | Article |
| Language: | English |
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MDPI AG
2025-07-01
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| Series: | Mathematics |
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| Online Access: | https://www.mdpi.com/2227-7390/13/15/2352 |
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| author | Krittin Naravejsakul Pasa Sukson Waragunt Waratamrongpatai Phatcharapon Udomluck Mallika Khwanmuang Watcharaporn Cholamjiak Watcharapon Yajai |
| author_facet | Krittin Naravejsakul Pasa Sukson Waragunt Waratamrongpatai Phatcharapon Udomluck Mallika Khwanmuang Watcharaporn Cholamjiak Watcharapon Yajai |
| author_sort | Krittin Naravejsakul |
| collection | DOAJ |
| description | This study proposes a double inertial technique integrated with the Mann algorithm to address the fixed-point problem. Our method is further employed to tackle the split-equilibrium problem and perform classification using a urinary tract infection dataset in practical scenarios. The Extreme Learning Machine (ELM) model is utilized to categorize urinary tract infection cases based on both clinical and demographic features. It exhibits excellent precision and efficiency in differentiating infected from non-infected individuals. The results validate that the ELM provides a rapid and reliable method for handling classification tasks related to urinary tract infections. |
| format | Article |
| id | doaj-art-62b04f8882bd4bf4b35e506311069b95 |
| institution | Kabale University |
| issn | 2227-7390 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Mathematics |
| spelling | doaj-art-62b04f8882bd4bf4b35e506311069b952025-08-20T03:36:41ZengMDPI AGMathematics2227-73902025-07-011315235210.3390/math13152352A Double Inertial Mann-Type Method for Two Nonexpansive Mappings with Application to Urinary Tract Infection DiagnosisKrittin Naravejsakul0Pasa Sukson1Waragunt Waratamrongpatai2Phatcharapon Udomluck3Mallika Khwanmuang4Watcharaporn Cholamjiak5Watcharapon Yajai6School of Medicine, University of Phayao, Phayao 56000, ThailandSchool of Medicine, University of Phayao, Phayao 56000, ThailandSchool of Medicine, University of Phayao, Phayao 56000, ThailandSchool of Medicine, University of Phayao, Phayao 56000, ThailandSchool of Medicine, University of Phayao, Phayao 56000, ThailandDepartment of Mathematics, School of Science, University of Phayao, Phayao 56000, ThailandDepartment of Mathematics, School of Science, University of Phayao, Phayao 56000, ThailandThis study proposes a double inertial technique integrated with the Mann algorithm to address the fixed-point problem. Our method is further employed to tackle the split-equilibrium problem and perform classification using a urinary tract infection dataset in practical scenarios. The Extreme Learning Machine (ELM) model is utilized to categorize urinary tract infection cases based on both clinical and demographic features. It exhibits excellent precision and efficiency in differentiating infected from non-infected individuals. The results validate that the ELM provides a rapid and reliable method for handling classification tasks related to urinary tract infections.https://www.mdpi.com/2227-7390/13/15/2352mann algorithmfixed-point problemdouble inertial techniqueclassificationsplit-equilibrium problemsurinary tract infection |
| spellingShingle | Krittin Naravejsakul Pasa Sukson Waragunt Waratamrongpatai Phatcharapon Udomluck Mallika Khwanmuang Watcharaporn Cholamjiak Watcharapon Yajai A Double Inertial Mann-Type Method for Two Nonexpansive Mappings with Application to Urinary Tract Infection Diagnosis Mathematics mann algorithm fixed-point problem double inertial technique classification split-equilibrium problems urinary tract infection |
| title | A Double Inertial Mann-Type Method for Two Nonexpansive Mappings with Application to Urinary Tract Infection Diagnosis |
| title_full | A Double Inertial Mann-Type Method for Two Nonexpansive Mappings with Application to Urinary Tract Infection Diagnosis |
| title_fullStr | A Double Inertial Mann-Type Method for Two Nonexpansive Mappings with Application to Urinary Tract Infection Diagnosis |
| title_full_unstemmed | A Double Inertial Mann-Type Method for Two Nonexpansive Mappings with Application to Urinary Tract Infection Diagnosis |
| title_short | A Double Inertial Mann-Type Method for Two Nonexpansive Mappings with Application to Urinary Tract Infection Diagnosis |
| title_sort | double inertial mann type method for two nonexpansive mappings with application to urinary tract infection diagnosis |
| topic | mann algorithm fixed-point problem double inertial technique classification split-equilibrium problems urinary tract infection |
| url | https://www.mdpi.com/2227-7390/13/15/2352 |
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