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Gel’fand- N -width in probabilistic setting
[摘要] In this article, we first put forward a new definition of probabilistic Gel’fand-$(N,\delta )$-width which is the classical Gel’fand-N-width in a probabilistic setting. Then we estimate the sharp order of the probabilistic Gel’fand-$(N,\delta )$-width of finite-dimensional space. Furthermore, we obtain the exact order of probabilistic Gel’fand-$(N, \delta )$-width of univariate Sobolev space by the discretization method according to the result of finite-dimensional space.
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[效力级别]  [学科分类] 电力
[关键词] Probabilistic Gel’fand- \((N;\delta )\) -width;Finite-dimensional space;Univariate Sobolev space [时效性] 
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