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COMPUTING TRACE OF FUNCTION OF MATRIX

COMPUTING TRACE OF FUNCTION OF MATRIX
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摘要 for large scale matrix computing the trace of function of the matrix is expensive.Re- cently an effective algorithm based on Monte Carlo method and Gauss type quadrature rule was de- veloped .In this paper,we analyse condition number of this problen,estimate the error of the algo- rithm and give a modified algorithm.In our algorithm the relative error is controllable. for large scale matrix computing the trace of function of the matrix is expensive.Re- cently an effective algorithm based on Monte Carlo method and Gauss type quadrature rule was de- veloped .In this paper,we analyse condition number of this problen,estimate the error of the algo- rithm and give a modified algorithm.In our algorithm the relative error is controllable.
作者 郑洪斌
关键词 Quadracic form LANCZOS procedure GAUSS type QUADRATURE RULE MONTE Carlo simu- lation condition number. Quadracic form,Lanczos procedure,Gauss type quadrature rule,Monte Carlo simu- lation,condition number.
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