DocumentCode :
3351904
Title :
The comparison of algorithms for sloving the inverse problem of line source
Author :
Hangxia Zhou ; Peng Zheng ; Bin Sun
Author_Institution :
Coll. of Inf. Eng., China Jiliang Univ., Hangzhou, China
Volume :
1
fYear :
2011
fDate :
12-14 Aug. 2011
Firstpage :
210
Lastpage :
214
Abstract :
In this paper, in order to better apply the algorithms to the engineering, three algorithms for numerical solution of the inverse problem for a class of line source are compared. First of all, mathematical mode of a class of line source will be briefly introduced, and according to characteristics of the inverse problem, the objective function of inverse problem is constructed; then three algorithms which are designed to solve the inverse problem are given, According to the two cases of unknown parameters interval estimation, three algorithms are analyzed based on the simulated data, then the measured data is used to verify the solution efficiency of three algorithms. Through the data inversion, the principles of algorithms selecting are concluded on the practical engineering application, and the efficient of the algorithms application can be promoted by the comparison of three algorithms.
Keywords :
inverse problems; numerical analysis; engineering application; interval estimation; inverse problem; line source; mathematical mode; numerical solution; objective function; Accuracy; Algorithm design and analysis; Estimation; Heating; Inverse problems; Particle swarm optimization; Simulated annealing; experimental analysis; inverse problem of line source; numerical solution; the comparison of algorithms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
Conference_Location :
Harbin, Heilongjiang, China
Print_ISBN :
978-1-61284-087-1
Type :
conf
DOI :
10.1109/EMEIT.2011.6022899
Filename :
6022899
Link To Document :
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