AG600 Maritime Base Location Decision Based on the Interval Intuitionistic Fuzzy TOPSIS Method
Aiming at the location research blank of the AG600 amphibious aircraft marine rescue base, the location decision index system of the AG600 is established, and the AG600 location decision model based on the interval intuitionistic fuzzy theory and improved TOPSIS method is constructed. Through invest...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2022-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/9850991/ |
| _version_ | 1811216154579959808 |
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| author | Baoku Du Wei Xiong Haitao Wang Changle Sun Hongwang Du |
| author_facet | Baoku Du Wei Xiong Haitao Wang Changle Sun Hongwang Du |
| author_sort | Baoku Du |
| collection | DOAJ |
| description | Aiming at the location research blank of the AG600 amphibious aircraft marine rescue base, the location decision index system of the AG600 is established, and the AG600 location decision model based on the interval intuitionistic fuzzy theory and improved TOPSIS method is constructed. Through investigation and statistical analysis, the evaluation system with 10 indices is determined based on applicability, safety, and accessibility, and in the process of quantization of index assignment, a fuzzy conversion method for different indices is proposed. The interval intuitionistic fuzzy number of each index is obtained by combining objective calculation and subjective assignment, and the interval intuitionistic fuzzy decision matrix is constructed. The fuzzy entropy method is used to calculate the index weight, and then the improved Technique for Order of Preference by Similarity (TOPSIS) is used to evaluate and rank the rescue bases, the scientific and reasonable location decision results are obtained. Moreover, STOPSIS and WS are used to analyze and demonstrate the sorting inversion problem, and the value is 0.908, which further proves the effectiveness of the method proposed in this paper. Finally, taking the South China Sea islands as an example, the correctness and reliability of the proposed model is verified by comparison with the calculation results of the score function method and the projection method. |
| first_indexed | 2024-04-12T06:33:42Z |
| format | Article |
| id | doaj.art-5af00c414e0e4fa98351a54e469fbe89 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-12T06:33:42Z |
| publishDate | 2022-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-5af00c414e0e4fa98351a54e469fbe892022-12-22T03:43:56ZengIEEEIEEE Access2169-35362022-01-0110824838249210.1109/ACCESS.2022.31966459850991AG600 Maritime Base Location Decision Based on the Interval Intuitionistic Fuzzy TOPSIS MethodBaoku Du0https://orcid.org/0000-0002-9667-4004Wei Xiong1https://orcid.org/0000-0002-5400-140XHaitao Wang2Changle Sun3Hongwang Du4Naval Architecture and Ocean Engineering College, Dalian Maritime University, Dalian, ChinaNaval Architecture and Ocean Engineering College, Dalian Maritime University, Dalian, ChinaNaval Architecture and Ocean Engineering College, Dalian Maritime University, Dalian, ChinaNaval Architecture and Ocean Engineering College, Dalian Maritime University, Dalian, ChinaNaval Architecture and Ocean Engineering College, Dalian Maritime University, Dalian, ChinaAiming at the location research blank of the AG600 amphibious aircraft marine rescue base, the location decision index system of the AG600 is established, and the AG600 location decision model based on the interval intuitionistic fuzzy theory and improved TOPSIS method is constructed. Through investigation and statistical analysis, the evaluation system with 10 indices is determined based on applicability, safety, and accessibility, and in the process of quantization of index assignment, a fuzzy conversion method for different indices is proposed. The interval intuitionistic fuzzy number of each index is obtained by combining objective calculation and subjective assignment, and the interval intuitionistic fuzzy decision matrix is constructed. The fuzzy entropy method is used to calculate the index weight, and then the improved Technique for Order of Preference by Similarity (TOPSIS) is used to evaluate and rank the rescue bases, the scientific and reasonable location decision results are obtained. Moreover, STOPSIS and WS are used to analyze and demonstrate the sorting inversion problem, and the value is 0.908, which further proves the effectiveness of the method proposed in this paper. Finally, taking the South China Sea islands as an example, the correctness and reliability of the proposed model is verified by comparison with the calculation results of the score function method and the projection method.https://ieeexplore.ieee.org/document/9850991/AG600 amphibious aircraftinterval intuitionistic fuzzy TOPSISlocation decisionmarine rescue base |
| spellingShingle | Baoku Du Wei Xiong Haitao Wang Changle Sun Hongwang Du AG600 Maritime Base Location Decision Based on the Interval Intuitionistic Fuzzy TOPSIS Method IEEE Access AG600 amphibious aircraft interval intuitionistic fuzzy TOPSIS location decision marine rescue base |
| title | AG600 Maritime Base Location Decision Based on the Interval Intuitionistic Fuzzy TOPSIS Method |
| title_full | AG600 Maritime Base Location Decision Based on the Interval Intuitionistic Fuzzy TOPSIS Method |
| title_fullStr | AG600 Maritime Base Location Decision Based on the Interval Intuitionistic Fuzzy TOPSIS Method |
| title_full_unstemmed | AG600 Maritime Base Location Decision Based on the Interval Intuitionistic Fuzzy TOPSIS Method |
| title_short | AG600 Maritime Base Location Decision Based on the Interval Intuitionistic Fuzzy TOPSIS Method |
| title_sort | ag600 maritime base location decision based on the interval intuitionistic fuzzy topsis method |
| topic | AG600 amphibious aircraft interval intuitionistic fuzzy TOPSIS location decision marine rescue base |
| url | https://ieeexplore.ieee.org/document/9850991/ |
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