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논문 목록
Enhanced Global Asymptotic Stabilization Criteria for Delayed Fractional Complex-valued Neural Networks with Parameter Uncertainty
저자
Xiaohong Wang, Zhen Wang, Yingjie Fan, Jianwei Xia, Hao Shen
학술지명
International Journal of Control, Automation, and Systems
출판/발행연도
2019
주제
요약
본 논문은 매개변수 불확실성을 갖는 지연된 분수 복소수 신경망의 전역 점근적 안정화 문제를 다룬다. 기존 방법의 보수성과 대규모 신경망에 대한 계산 부담을 줄이기 위해 구간 매개변수를 이용한 변환과 리니어 상태 피드백 제어기를 설계하여 안정성을 확보한다. Lyapunov 함수와 분수 차수 비교 원리를 활용하여 LMI 형태의 충분 조건을 제시하고, 수치 예제를 통해 이론적 결과의 유효성을 검증한다.
학술지 영향력
[International Journal of Control, Automation, and Systems]
- CiteScore
- 5.6
- ES
- 0.00608
- JCI
- 0.55
- JCR
- 2.9
- KCI
- 0.49
- SJR
- 0.547
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