Distributed task allocation with critical tasks and limited capacity.
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| Název: | Distributed task allocation with critical tasks and limited capacity. |
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| Autoři: | Zhang, An, Yang, Mi, Bi, Wenhao, Gao, Fei |
| Zdroj: | Robotica; Nov2021, Vol. 39 Issue 11, p2008-2032, 25p |
| Témata: | PROBLEM solving, DRONE aircraft, TASKS, ALGORITHMS |
| Abstrakt: | This paper considers the task allocation problem under the requirement that the assignments of some critical tasks must be maximized when the network capacity cannot accommodate all tasks due to the limited capacity for each unmanned aerial vehicle (UAV). To solve this problem, this paper proposes an extended performance impact algorithm with critical tasks (EPIAC) based on the traditional performance impact algorithm. A novel task list resizing phase is developed in EPIAC to deal with the constraint on the limited capacity of each UAV and maximize the assignments of critical tasks. Numerical simulations demonstrate the outstanding performance of EPIAC compared with other algorithms. [ABSTRACT FROM AUTHOR] |
| Copyright of Robotica is the property of Cambridge University Press 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.) | |
| Databáze: | Complementary Index |
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| Items | – Name: Title Label: Title Group: Ti Data: Distributed task allocation with critical tasks and limited capacity. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Zhang%2C+An%22">Zhang, An</searchLink><br /><searchLink fieldCode="AR" term="%22Yang%2C+Mi%22">Yang, Mi</searchLink><br /><searchLink fieldCode="AR" term="%22Bi%2C+Wenhao%22">Bi, Wenhao</searchLink><br /><searchLink fieldCode="AR" term="%22Gao%2C+Fei%22">Gao, Fei</searchLink> – Name: TitleSource Label: Source Group: Src Data: Robotica; Nov2021, Vol. 39 Issue 11, p2008-2032, 25p – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22PROBLEM+solving%22">PROBLEM solving</searchLink><br /><searchLink fieldCode="DE" term="%22DRONE+aircraft%22">DRONE aircraft</searchLink><br /><searchLink fieldCode="DE" term="%22TASKS%22">TASKS</searchLink><br /><searchLink fieldCode="DE" term="%22ALGORITHMS%22">ALGORITHMS</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: This paper considers the task allocation problem under the requirement that the assignments of some critical tasks must be maximized when the network capacity cannot accommodate all tasks due to the limited capacity for each unmanned aerial vehicle (UAV). To solve this problem, this paper proposes an extended performance impact algorithm with critical tasks (EPIAC) based on the traditional performance impact algorithm. A novel task list resizing phase is developed in EPIAC to deal with the constraint on the limited capacity of each UAV and maximize the assignments of critical tasks. Numerical simulations demonstrate the outstanding performance of EPIAC compared with other algorithms. [ABSTRACT FROM AUTHOR] – Name: Abstract Label: Group: Ab Data: <i>Copyright of Robotica is the property of Cambridge University Press 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: 10.1017/S0263574721000102 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 25 StartPage: 2008 Subjects: – SubjectFull: PROBLEM solving Type: general – SubjectFull: DRONE aircraft Type: general – SubjectFull: TASKS Type: general – SubjectFull: ALGORITHMS Type: general Titles: – TitleFull: Distributed task allocation with critical tasks and limited capacity. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Zhang, An – PersonEntity: Name: NameFull: Yang, Mi – PersonEntity: Name: NameFull: Bi, Wenhao – PersonEntity: Name: NameFull: Gao, Fei IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 11 Text: Nov2021 Type: published Y: 2021 Identifiers: – Type: issn-print Value: 02635747 Numbering: – Type: volume Value: 39 – Type: issue Value: 11 Titles: – TitleFull: Robotica Type: main |
| ResultId | 1 |
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