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A Computational Method for Sensitivity Analysis under Uncertainty
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A Computational Method for Sensitivity Analysis under Uncertainty

×÷Õß:Wang, HC (Wang, Hongchun)[ 1 ]

±àÕß:Yingying, S; Guiran, C; Zhen, L

PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON LOGISTICS, ENGINEERING, MANAGEMENT AND COMPUTER SCIENCE (LEMCS 2015)

´ÔÊé: Advances in Intelligent Systems Research

¾í: 117

Ò³: 326-330

³ö°æÄê: 2015
»áÒéÃû³Æ

»áÒé: International Conference on Logistics Engineering, Management and Computer Science (LEMCS)

»áÒ鵨µã: Shenyang, PEOPLES R CHINA

»áÒéÈÕÆÚ: JUL 29-31, 2015

ÕªÒª

Sensitivity analysis (SA) is an important part in engineering design under the uncertainty to provide valuable information about the probabilistic characteristics of a response. In this paper, the variance-based methods and the cumulative distribution function (CDF)-based sensitivity coefficients were used in sensitivity analysis. The combination of sparse grid stochastic collocation (SC) and the generalized polynomial chaos (gPC) are proposed as a method to perform the sensitivity analysis. The computational method employs the gPC as a high-order representation for random quantities, a stochastic collocation (SC) approach to deal with complex/implicit response functions, and sparse grid to use a reduced set of samples. It can reduce the computational cost associated with uncertainty assessment without much sacrifice on the optimum solution. The effectiveness is demonstrated in two numerical examples.
¹Ø¼ü´Ê

×÷Õ߹ؼü´Ê:Generalized Polynomial Chaos; Sensitivity Analysis; Stochastic Collocation; Sensitivity Coefficient; Uncertainty

KeyWords PlusIFFERENTIAL-EQUATIONS
×÷ÕßÐÅÏ¢

ͨѶ×÷ÕßµØÖ·: Wang, HC (ͨѶ×÷Õß)
              Chongqing Normal Univ, Dept Math, Chongqing, Peoples R China.

µØÖ·:
              [ 1 ] Chongqing Normal Univ, Dept Math, Chongqing, Peoples R China

µç×ÓÓʼþµØÖ·:springwhch@126.com
³ö°æÉÌ

ATLANTIS PRESS, 29 AVENUE LAVMIERE, PARIS, 75019, FRANCE
Àà±ð / ·ÖÀà

Ñо¿·½Ïò:Computer Science; Business & Economics; Operations Research & Management Science

Web of Science Àà±ð:Computer Science, Artificial Intelligence; Management; Operations Research & Management Science
ÎÄÏ×ÐÅÏ¢

ÎÄÏ×ÀàÐÍroceedings Paper

ÓïÖÖ:English

Èë²ØºÅ: WOS:000373107000063

ISBN:978-94-6252-102-5

ISSN: 1951-6851
ÆäËûÐÅÏ¢

IDS ºÅ: BE5OK

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