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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제15권 제2호
- 발행연도
- 2019.1
- 수록면
- 433 - 439 (7page)
이용수
초록· 키워드
오류제보하기
Artificial bee colony algorithm is a strong global search algorithm which exhibits excellent exploration ability. The conventional ABC algorithm adopts employed bees, onlooker bees and scouts to cooperate with each other. However, its one dimension and greedy search strategy causes slow convergence speed. To enhance itsperformance, in this paper, we abandon the greedy selection method and propose an artificial bee colonyalgorithm with special division and intellective search (ABCIS). For the purpose of higher food source researchefficiency, different search strategies are adopted with different employed bees and onlooker bees. Experimentalresults on a series of benchmarks algorithms demonstrate its effectiveness.
목차
등록된 정보가 없습니다.
참고문헌 (10)
참고문헌 신청
H. Chen / 2017 / Artificial bee colony optimizer based on bee life-cycle for stationary and dynamic optimization / IEEE Transactions on Systems, Man, and Cybernetics : Systems 47(2):327~346
A. Bose / 2016 / Fuzzy-based artificial bee colony optimization for gray image segmentation / Signal, Image and Video Processing 10(6):1089~1096
J. Vanus / 2018 / The design of an indirect method for the human presence monitoring in the intelligent building / Human-centric Computing and Information Sciences 8
X. Zhang / 2018 / Antenna design by an adaptive variable differential artificial bee colony algorithm / IEEE Transactions on Magnetics 54(3):1~4
Zhanxiang Ye / 2018 / On Modification and Application of the Artificial Bee Colony Algorithm / JIPS(Journal of Information Processing Systems) 14(2):448~454
A. Bose / 2016 / Fuzzy-based artificial bee colony optimization for gray image segmentation / Signal, Image and Video Processing 10(6):1089~1096
J. Vanus / 2018 / The design of an indirect method for the human presence monitoring in the intelligent building / Human-centric Computing and Information Sciences 8
X. Zhang / 2018 / Antenna design by an adaptive variable differential artificial bee colony algorithm / IEEE Transactions on Magnetics 54(3):1~4
Zhanxiang Ye / 2018 / On Modification and Application of the Artificial Bee Colony Algorithm / JIPS(Journal of Information Processing Systems) 14(2):448~454
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