2-D defect profile reconstruction from ultrasonic guided wave signals based on QGA-kernelized ELM
- Author
- BING LIU1 ; LIWEI TANG2 ; JIANBIN WANG1 ; AIHUA LI1 ; YALI HAO1
[1] Department of Unmanned Aerial Vehicle Engineering, Shijiazhuang Mechanical Engineering College, Shijiazhuang 050003, China
[2] Department of Ordnance Engineering, Shijiazhuang Mechanical Engineering College, Shijiazhuang 050003, China - Conference name
- International Workshop of Extreme Learning Machines (ELM 2012) (ELM 2012) (Singapore 2012-12-11)
- Source
Neurocomputing (Amsterdam). 2014, Vol 128, pp 217-223, 7 p ; ref : 31 ref
- ISSN
- 0925-2312
- Scientific domain
- Cognition; Computer science
- Publisher
- Elsevier, Amsterdam
- Publication country
- Netherlands
- Document type
- Conference Paper
- Language
- English
- Author keyword
- Extreme learning machine Kernelized extreme learning machine Least squares support vector machine Profile reconstruction Quantum genetic algorithm Ultrasonic guided wave
- Keyword (fr)
- Algorithme apprentissage Algorithme génétique Calcul quantique Classification à vaste marge Complexité calcul Défaut Essai non destructif Essai ultrason Généralisation Inversion Mesure acoustique Méthode moindre carré Réseau neuronal Résultat expérimental Algorithme quantique Machine d'apprentissage extrême Réseau neuronal non bouclé
- Keyword (en)
- Learning algorithm Genetic algorithm Quantum computation Vector support machine Computational complexity Defect Non destructive test Ultrasonic control Generalization Inversion Acoustic measurement Least squares method Neural network Experimental result Quantum algorithm Extreme learning machine Feedforward neural nets
- Keyword (es)
- Algoritmo aprendizaje Algoritmo genético Calculo cuántico Máquina ejemplo soporte Complejidad computación Defecto Ensayo no destructivo Ensayo ultrasonido Generalización Inversión Medida acústica Método cuadrado menor Red neuronal Resultado experimental Algoritmo cuántico Máquina de Aprendizado Extremo Red neural unidireccional
- Classification
- Pascal
- 001 Exact sciences and technology / 001B Physics / 001B00 General / 001B00C Classical and quantum physics: mechanics and fields / 001B00C67 Quantum information / 001B00C67L Quantum computation
- Pascal
- 001 Exact sciences and technology / 001B Physics / 001B40 Fundamental areas of phenomenology (including applications) / 001B40C Acoustics / 001B40C58 Acoustical measurements and instrumentation
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02A Theoretical computing / 001D02A05 Algorithmics. Computability. Computer arithmetics
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C06 Connectionism. Neural networks
- Discipline
- Computer science : theoretical automation and systems Physics : acoustics Theoretical physics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 28284260
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1016/j.neucom.2012.11.053 
https://dx.doi.org/10.1016/j.neucom.2012.11.053
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