MODELING AND OPTIMIZING THE BASES OF UNMANNED AERIAL VEHICLES AS A SET- COVERAGE PROBLEM
In this study, the problem of finding the optimal placement for UAV bases is modeled as a Facility Location Problem. Every targets have their own priority or importance level. On the other hand every candidate point has additional constraints due to cost, geography, logistics and weather. Furthermor...
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| Format: | Article |
| Language: | English |
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Turkish Air Force Academy
2011-01-01
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| Series: | Havacılık ve Uzay Teknolojileri Dergisi |
| Subjects: | |
| Online Access: | http://www.jast.hho.edu.tr/JAST/index.php/JAST/article/view/270/248 |
| _version_ | 1797910617244303360 |
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| author | Erhan Ayöperken Murat Ermiş |
| author_facet | Erhan Ayöperken Murat Ermiş |
| author_sort | Erhan Ayöperken |
| collection | DOAJ |
| description | In this study, the problem of finding the optimal placement for UAV bases is modeled as a Facility Location Problem. Every targets have their own priority or importance level. On the other hand every candidate point has additional constraints due to cost, geography, logistics and weather. Furthermore UAVs are heterogeneous so the range of each UAVs and it’s cost is different from each other. The problem of finding the optimum UAVs’ base locations and assignments of UAVs to each bases is optimized by formulating as 0-1 Binary Integer Programming(BIP) model. The main objective of the problem is the coverage of UAVs’ base locations are maximized. The proposed mathematical model is coded and solved with GAMS optimization software. |
| first_indexed | 2024-04-10T11:27:08Z |
| format | Article |
| id | doaj.art-e80113725f1d494280bc5d0eea997d34 |
| institution | Directory Open Access Journal |
| issn | 1304-0448 1304-0448 |
| language | English |
| last_indexed | 2024-04-10T11:27:08Z |
| publishDate | 2011-01-01 |
| publisher | Turkish Air Force Academy |
| record_format | Article |
| series | Havacılık ve Uzay Teknolojileri Dergisi |
| spelling | doaj.art-e80113725f1d494280bc5d0eea997d342023-02-15T16:18:21ZengTurkish Air Force AcademyHavacılık ve Uzay Teknolojileri Dergisi1304-04481304-04482011-01-01516171MODELING AND OPTIMIZING THE BASES OF UNMANNED AERIAL VEHICLES AS A SET- COVERAGE PROBLEMErhan Ayöperken0Murat Ermiş1Turkish Air Force Academy ASTINTurkish Air Force AcademyIn this study, the problem of finding the optimal placement for UAV bases is modeled as a Facility Location Problem. Every targets have their own priority or importance level. On the other hand every candidate point has additional constraints due to cost, geography, logistics and weather. Furthermore UAVs are heterogeneous so the range of each UAVs and it’s cost is different from each other. The problem of finding the optimum UAVs’ base locations and assignments of UAVs to each bases is optimized by formulating as 0-1 Binary Integer Programming(BIP) model. The main objective of the problem is the coverage of UAVs’ base locations are maximized. The proposed mathematical model is coded and solved with GAMS optimization software.http://www.jast.hho.edu.tr/JAST/index.php/JAST/article/view/270/248Unmanned Aerial VehicleFacility LocationSet Coverage Problems |
| spellingShingle | Erhan Ayöperken Murat Ermiş MODELING AND OPTIMIZING THE BASES OF UNMANNED AERIAL VEHICLES AS A SET- COVERAGE PROBLEM Havacılık ve Uzay Teknolojileri Dergisi Unmanned Aerial Vehicle Facility Location Set Coverage Problems |
| title | MODELING AND OPTIMIZING THE BASES OF UNMANNED AERIAL VEHICLES AS A SET- COVERAGE PROBLEM |
| title_full | MODELING AND OPTIMIZING THE BASES OF UNMANNED AERIAL VEHICLES AS A SET- COVERAGE PROBLEM |
| title_fullStr | MODELING AND OPTIMIZING THE BASES OF UNMANNED AERIAL VEHICLES AS A SET- COVERAGE PROBLEM |
| title_full_unstemmed | MODELING AND OPTIMIZING THE BASES OF UNMANNED AERIAL VEHICLES AS A SET- COVERAGE PROBLEM |
| title_short | MODELING AND OPTIMIZING THE BASES OF UNMANNED AERIAL VEHICLES AS A SET- COVERAGE PROBLEM |
| title_sort | modeling and optimizing the bases of unmanned aerial vehicles as a set coverage problem |
| topic | Unmanned Aerial Vehicle Facility Location Set Coverage Problems |
| url | http://www.jast.hho.edu.tr/JAST/index.php/JAST/article/view/270/248 |
| work_keys_str_mv | AT erhanayoperken modelingandoptimizingthebasesofunmannedaerialvehiclesasasetcoverageproblem AT muratermis modelingandoptimizingthebasesofunmannedaerialvehiclesasasetcoverageproblem |