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Multi-Robot Task Scheduling with Ant Colony Optimization in Antarctic Environments
- Kim, Seokyoung;
- Lee, Heoncheol
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21초록
This paper addresses the problem of multi-robot task scheduling in Antarctic environments. There are various algorithms for multi-robot task scheduling, but there is a risk in robot operation when applied in Antarctic environments. This paper proposes a practical multi-robot scheduling method using ant colony optimization in Antarctic environments. The proposed method was tested in both simulated and real Antarctic environments, and it was analyzed and compared with other existing algorithms. The improved performance of the proposed method was verified by finding more efficiently scheduled multiple paths with lower costs than the other algorithms.
키워드
Antarctic environments; ant colony optimization; multi-robot task scheduling; TRAVELING SALESMAN PROBLEM; FORMULATIONS; ALGORITHM; SYSTEM
- 제목
- Multi-Robot Task Scheduling with Ant Colony Optimization in Antarctic Environments
- 저자
- Kim, Seokyoung; Lee, Heoncheol
- 발행일
- 2023-01
- 유형
- Article
- 저널명
- Sensors
- 권
- 23
- 호
- 2
- 언어
- ENG
- 출판사
- MDPI
- 발행국가
- 스위스
- ISSN
- E 1424-3210
P 1424-8220