Methodology of Multicriterial Optimization of Geometric Features of an Orthopedic Implant
The main purpose of the article is to describe the methodology used for multi-criteria optimization of the geometric features of the orthopedic implant used for the reconstruction of the anterior cruciate ligament located in the knee joint. The methodology includes: 1. Method of development of the b...
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| Format: | Article |
| Language: | English |
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MDPI AG
2021-11-01
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| Series: | Applied Sciences |
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| Online Access: | https://www.mdpi.com/2076-3417/11/22/11070 |
| _version_ | 1797511295667273728 |
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| author | Małgorzata Muzalewska |
| author_facet | Małgorzata Muzalewska |
| author_sort | Małgorzata Muzalewska |
| collection | DOAJ |
| description | The main purpose of the article is to describe the methodology used for multi-criteria optimization of the geometric features of the orthopedic implant used for the reconstruction of the anterior cruciate ligament located in the knee joint. The methodology includes: 1. Method of development of the bones of the knee joint model; 2. Method of multi-criteria optimization of the geometric features of the orthopedic implant using an artificial immune system, the objective function and the Pareto front; 3. Expert evaluation method based on forms. The work confirmed that the assumed thesis, a multi-criteria optimization using an artificial immune system, which is a specially defined objective function, and the Pareto method, which allows to determine the geometrical features of the implant, will lead to fulfill optimal blood perfusion and sufficient strength properties of the implant simultaneously. We conclude that the described methodology allowed to achieve the optimal geometrical features of the orthopedic implant used for reconstruction of the anterior cruciate ligament located in the knee joint. |
| first_indexed | 2024-03-10T05:43:21Z |
| format | Article |
| id | doaj.art-8f1ebc4f21a3463fb925cd170419b6f1 |
| institution | Directory Open Access Journal |
| issn | 2076-3417 |
| language | English |
| last_indexed | 2024-03-10T05:43:21Z |
| publishDate | 2021-11-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Applied Sciences |
| spelling | doaj.art-8f1ebc4f21a3463fb925cd170419b6f12023-11-22T22:23:11ZengMDPI AGApplied Sciences2076-34172021-11-0111221107010.3390/app112211070Methodology of Multicriterial Optimization of Geometric Features of an Orthopedic ImplantMałgorzata Muzalewska0Department of Fundamentals of Machinery Design, Faculty of Mechanical Engineering, Silesian University of Technology, 44-100 Gliwice, PolandThe main purpose of the article is to describe the methodology used for multi-criteria optimization of the geometric features of the orthopedic implant used for the reconstruction of the anterior cruciate ligament located in the knee joint. The methodology includes: 1. Method of development of the bones of the knee joint model; 2. Method of multi-criteria optimization of the geometric features of the orthopedic implant using an artificial immune system, the objective function and the Pareto front; 3. Expert evaluation method based on forms. The work confirmed that the assumed thesis, a multi-criteria optimization using an artificial immune system, which is a specially defined objective function, and the Pareto method, which allows to determine the geometrical features of the implant, will lead to fulfill optimal blood perfusion and sufficient strength properties of the implant simultaneously. We conclude that the described methodology allowed to achieve the optimal geometrical features of the orthopedic implant used for reconstruction of the anterior cruciate ligament located in the knee joint.https://www.mdpi.com/2076-3417/11/22/11070orthopedic implantmulti-criteria optimizationartificial immune systemreconstruction of the anterior cruciate ligamentbiomechanics |
| spellingShingle | Małgorzata Muzalewska Methodology of Multicriterial Optimization of Geometric Features of an Orthopedic Implant Applied Sciences orthopedic implant multi-criteria optimization artificial immune system reconstruction of the anterior cruciate ligament biomechanics |
| title | Methodology of Multicriterial Optimization of Geometric Features of an Orthopedic Implant |
| title_full | Methodology of Multicriterial Optimization of Geometric Features of an Orthopedic Implant |
| title_fullStr | Methodology of Multicriterial Optimization of Geometric Features of an Orthopedic Implant |
| title_full_unstemmed | Methodology of Multicriterial Optimization of Geometric Features of an Orthopedic Implant |
| title_short | Methodology of Multicriterial Optimization of Geometric Features of an Orthopedic Implant |
| title_sort | methodology of multicriterial optimization of geometric features of an orthopedic implant |
| topic | orthopedic implant multi-criteria optimization artificial immune system reconstruction of the anterior cruciate ligament biomechanics |
| url | https://www.mdpi.com/2076-3417/11/22/11070 |
| work_keys_str_mv | AT małgorzatamuzalewska methodologyofmulticriterialoptimizationofgeometricfeaturesofanorthopedicimplant |