Academic Journal
Approximation Algorithms for the UAV Path Planning with Object Coverage Constraints.
| Title: | Approximation Algorithms for the UAV Path Planning with Object Coverage Constraints. |
|---|---|
| Authors: | Wang, Jiawei1 (AUTHOR) 220211985@seu.edu.cn, Chau, Vincent1 (AUTHOR) vincentchau@seu.edu.cn, Wu, Weiwei1 (AUTHOR) weiweiwu@seu.edu.cn |
| Source: | International Journal of Foundations of Computer Science. Jul2026, p1-25. 25p. |
| Subject Terms: | *Mathematical optimization, *Mathematical programming, Approximation algorithms, Online algorithms, Video surveillance, Time complexity, Robotic path planning, Deterministic algorithms |
| Abstract: | We study the problem of the Unmanned Aerial Vehicle (UAV) such that a specific set of objects needs to be observed while ensuring a quality of observation. Our goal is to determine the shortest path for the UAV. This paper proposes an offline algorithm with an approximation of (2 + 2n)(1 + 휖) where 휖 > 0 is a small constant, and n is the number of objects. We then propose several online algorithms in which objects are discovered during the process. To evaluate the performance of these algorithms, we conduct experimental comparisons. Our results show that the online algorithms perform similarly to the offline algorithm, but with significantly faster execution times ranging from 0.01 seconds to 200 seconds. We also show that our methods yield solutions with costs comparable to those obtained by the Gurobi optimizer that requires 30000 seconds of runtime. [ABSTRACT FROM AUTHOR] |
| Copyright of International Journal of Foundations of Computer Science is the property of World Scientific Publishing Company and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
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| Items | – Name: Title Label: Title Group: Ti Data: Approximation Algorithms for the UAV Path Planning with Object Coverage Constraints. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Wang%2C+Jiawei%22">Wang, Jiawei</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> 220211985@seu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Chau%2C+Vincent%22">Chau, Vincent</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> vincentchau@seu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Wu%2C+Weiwei%22">Wu, Weiwei</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> weiweiwu@seu.edu.cn</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Foundations+of+Computer+Science%22">International Journal of Foundations of Computer Science</searchLink>. Jul2026, p1-25. 25p. – Name: Subject Label: Subject Terms Group: Su Data: *<searchLink fieldCode="DE" term="%22Mathematical+optimization%22">Mathematical optimization</searchLink><br />*<searchLink fieldCode="DE" term="%22Mathematical+programming%22">Mathematical programming</searchLink><br /><searchLink fieldCode="DE" term="%22Approximation+algorithms%22">Approximation algorithms</searchLink><br /><searchLink fieldCode="DE" term="%22Online+algorithms%22">Online algorithms</searchLink><br /><searchLink fieldCode="DE" term="%22Video+surveillance%22">Video surveillance</searchLink><br /><searchLink fieldCode="DE" term="%22Time+complexity%22">Time complexity</searchLink><br /><searchLink fieldCode="DE" term="%22Robotic+path+planning%22">Robotic path planning</searchLink><br /><searchLink fieldCode="DE" term="%22Deterministic+algorithms%22">Deterministic algorithms</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: We study the problem of the Unmanned Aerial Vehicle (UAV) such that a specific set of objects needs to be observed while ensuring a quality of observation. Our goal is to determine the shortest path for the UAV. This paper proposes an offline algorithm with an approximation of (2 + 2n)(1 + 휖) where 휖 > 0 is a small constant, and n is the number of objects. We then propose several online algorithms in which objects are discovered during the process. To evaluate the performance of these algorithms, we conduct experimental comparisons. Our results show that the online algorithms perform similarly to the offline algorithm, but with significantly faster execution times ranging from 0.01 seconds to 200 seconds. We also show that our methods yield solutions with costs comparable to those obtained by the Gurobi optimizer that requires 30000 seconds of runtime. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of International Journal of Foundations of Computer Science is the property of World Scientific Publishing Company and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1142/s0129054126430021 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 25 StartPage: 1 Subjects: – SubjectFull: Mathematical optimization Type: general – SubjectFull: Mathematical programming Type: general – SubjectFull: Approximation algorithms Type: general – SubjectFull: Online algorithms Type: general – SubjectFull: Video surveillance Type: general – SubjectFull: Time complexity Type: general – SubjectFull: Robotic path planning Type: general – SubjectFull: Deterministic algorithms Type: general Titles: – TitleFull: Approximation Algorithms for the UAV Path Planning with Object Coverage Constraints. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Wang, Jiawei – PersonEntity: Name: NameFull: Chau, Vincent – PersonEntity: Name: NameFull: Wu, Weiwei IsPartOfRelationships: – BibEntity: Dates: – D: 16 M: 07 Text: Jul2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 01290541 Titles: – TitleFull: International Journal of Foundations of Computer Science Type: main |
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