지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 국제구조공학회 Structural Engineering and Mechanics, An Int'l Journal Structural Engineering and Mechanics, An Int'l Journal Vol.70 No.5
- 발행연도
- 2019.1
- 수록면
- 513 - 524 (12page)
이용수
초록· 키워드
오류제보하기
This study proposed an improved particle swarm optimization (IPSO) method ensemble with kriging model for model updating. By introducing genetic algorithm (GA) and grouping strategy together with elite selection into standard particle optimization (PSO), the IPSO is obtained. Kriging metamodel serves for predicting the structural responses to avoid complex computation via finite element model. The combination of IPSO and kriging model shall provide more accurate searching results and obtain global optimal solution for model updating compared with the PSO, Simulate Annealing PSO (SimuAPSO), BreedPSO and PSOGA. A plane truss structure and ASCE Benchmark frame structure are adopted to verify the proposed approach. The results indicated that the hybrid of kriging model and IPSO could serve for model updating effectively and efficiently. The updating results further illustrated that IPSO can provide superior convergent solutions compared with PSO, SimuAPSO, BreedPSO and PSOGA.
목차
등록된 정보가 없습니다.
참고문헌 (40)
참고문헌 신청
Acan, A. / 2006 / The latest vs. averaged recent experience: Which better guides a PSO algorithm / 2006 IEEE International Conference on Evolutionary Computation
Pelin Gundes Bakir / 2008 / An improved finite element model updating method by the global optimization technique ‘Coupled Local Minimizers’ / Computers & Structures 86(11-12):1339~1352
J.M.W. Brownjohn / 2001 / Civil structure condition assessment by FE model updating: / Finite Elements in Analysis and Design 37(10):761~775
Juan M Caicedo / 2010 / A novel evolutionary algorithm for identifying multiple alternative solutions in model updating / Structural Health Monitoring: An International Journal 10(5):491~501
Hongyou Cao / 2017 / Enhanced particle swarm optimization for size and shape optimization of truss structures / Engineering Optimization 49(11):1939~1956
Pelin Gundes Bakir / 2008 / An improved finite element model updating method by the global optimization technique ‘Coupled Local Minimizers’ / Computers & Structures 86(11-12):1339~1352
J.M.W. Brownjohn / 2001 / Civil structure condition assessment by FE model updating: / Finite Elements in Analysis and Design 37(10):761~775
Juan M Caicedo / 2010 / A novel evolutionary algorithm for identifying multiple alternative solutions in model updating / Structural Health Monitoring: An International Journal 10(5):491~501
Hongyou Cao / 2017 / Enhanced particle swarm optimization for size and shape optimization of truss structures / Engineering Optimization 49(11):1939~1956
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
A Highly Efficient Aeroelastic Optimization Method Based on a Surrogate Model
International Journal of Aeronautical and Space Sciences
2016 .12
-
크리깅기법을 이용한 지하수위 분포추정
한국수처리학회지
2016 .01
-
An Improved Particle swarm optimization Algorithm for complex nonlinear Problems
한국통신학회 학술대회논문집
2022 .02
-
Finite element model updating of long-span cable-stayed bridge by Kriging surrogate model
Structural Engineering and Mechanics, An Int＇l Journal
2020 .01
-
Kriging Metamodel-Based Contamination Analysis of the Cleanroom Facility
AFORE
2022 .09
-
Multi-fidelity Metamodel Network Method for Complex Engineering Data Processing Problems in Support of Accurate Flight Simulation
한국항공우주학회 학술발표회 초록집
2020 .07
-
신뢰도 계산에 적용되는 크리깅 모델 최신화 종료 조건 비교
대한기계학회 춘추학술대회
2017 .11
-
Evolutionary-base finite element model updating and damage detection using modal testing results
Structural Engineering and Mechanics, An Int＇l Journal
2019 .01
-
Rule과 PSO알고리즘을 사용한 배치 최적화
대한기계학회 춘추학술대회
2021 .11
-
IOT기반의 IPSO 오브젝트 스키마 구현 및 검증
정보 및 제어 논문집
2015 .10
-
Basis screening Kriging 기법을 이용한 효율적인 메타모델링 기법 및 스티어링 컬럼 설계
대한기계학회 춘추학술대회
2015 .11
-
An artificial neural network residual kriging based surrogate model for curvilinearly stiffened panel optimization
Advances in computational design
2016 .01
-
A novel multi-fidelity Kriging surrogate model and optimization strategy
대한기계학회 춘추학술대회
2024 .11
-
Hybrid PSO and SSO algorithm for truss layout and size optimization considering dynamic constraints
Structural engineering and mechanics : An international journal
2015 .01
-
Spatial Interpolation of Meteorologic Variables in Vietnam using the Kriging Method
JIPS(Journal of Information Processing Systems)
2015 .01
-
A Comparative Study on the Spatial Statistical Models for the Estimation of Population Distribution
한국측량학회지
2015 .06
-
Kriging 기법을 적용한 케이블 접속함 수치 설계 기법
대한전기학회 학술대회 논문집
2022 .10
-
Basis Screening Kriging
대한기계학회 춘추학술대회
2015 .04
-
Optimization Analysis of Electric Field Shielding in Multi-Target Areas Using Transmission Lines Based on AHP-Improved PSO
Journal of Electromagnetic Engineering And Science
2024 .11
-
Kriging 모델을 이용한 위험유해물질의 확산특성 수치연구
대한기계학회 춘추학술대회
2018 .04
이 논문의 저자 정보
최근 본 자료
댓글(0)
0