SPSA for non-smooth optimization with application in ECG analysis

被引:0
|
作者
Gerencsér, L [1 ]
Kozmann, G [1 ]
Vágó, Z [1 ]
机构
[1] Hungarian Acad Sci, Inst Comp & Automat, H-1111 Budapest, Hungary
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中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
It is shown that non-smooth optimization problems can be solved by a suitable extension of the simultaneous perturbation stochastic approximation or SPSA method (of. [6]). The new optimization method has been tested in a min-max classification problem using both stimulated and real data. The latter are ECG signals which were collected for the detection of so-called late potentials.
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页码:3907 / 3908
页数:2
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