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ITERATIVE METHODS FOR OBTAINING AN INFINITE FAMILY OF STRICT PSEUDO-CONTRACTIONS IN BANACH SPACES
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作者 Meng WEN Haiyang LI +1 位作者 Changsong HU jigen peng 《Acta Mathematica Scientia》 SCIE CSCD 2022年第5期1765-1778,共14页
In this paper,we introduce a general hybrid iterative method to find an infinite family of strict pseudo-contractions in a q-uniformly smooth and strictly convex Banach space.Moreover,we show that the sequence defined... In this paper,we introduce a general hybrid iterative method to find an infinite family of strict pseudo-contractions in a q-uniformly smooth and strictly convex Banach space.Moreover,we show that the sequence defined by the iterative method converges strongly to a common element of the set of fixed points,which is the unique solution of the variational inequality<(λφ−νF)z,jq(z−z)>≤0,for z∈⋂_(i=1)^(∞)Γ(S_(i)).The results introduced in our work extend to some corresponding theorems. 展开更多
关键词 MKC iterative algorithm strict pseudo-contraction β-Lipschitzian d-strongly monotone Banach spaces
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Nonlinear version of Holub's theorem and its application 被引量:1
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作者 jigen peng Zongben Xu 《Chinese Science Bulletin》 SCIE EI CAS 1998年第2期89-91,共0页
Holub proved that any bounded linear operator T or -T defined on Banach space L 1(μ) satisfies Daugavet equation1+‖T‖=Max{‖I+T‖, ‖I-T‖}.Holub’s theorem is generalized to the nonlinear case: any nonlinear Lipsc... Holub proved that any bounded linear operator T or -T defined on Banach space L 1(μ) satisfies Daugavet equation1+‖T‖=Max{‖I+T‖, ‖I-T‖}.Holub’s theorem is generalized to the nonlinear case: any nonlinear Lipschitz operator f defined on Banach space l 1 satisfies1+L(f)=Max{L(I+f), L(I-f)},where L(f) is the Lipschitz constant of f. The generalized Holub theorem has important applications in characterizing the invertibility of nonlinear operator. 展开更多
关键词 NONLINEAR LIPSCHITZ OPERATOR Holub THEOREM Daugavet EQUATION INVERTIBILITY of operator.
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加权非凸?_q-极小化模型的稀疏恢复
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作者 高义 彭济根 《中国科学:数学》 CSCD 北大核心 2018年第12期1831-1850,共20页
本文主要研究基于无穷维压缩感知而提出的加权非凸?_q^-极小化模型的稀疏恢复问题,其中权向量为w={ω_1,ω_2,...,ω_N}~T且ω_i≥1.首先,引进了一种加权的鲁棒零空间性质并说明该性质弱于加权的有限等距性质.其次,提出了加权的个例最... 本文主要研究基于无穷维压缩感知而提出的加权非凸?_q^-极小化模型的稀疏恢复问题,其中权向量为w={ω_1,ω_2,...,ω_N}~T且ω_i≥1.首先,引进了一种加权的鲁棒零空间性质并说明该性质弱于加权的有限等距性质.其次,提出了加权的个例最优性以及加权的?_q商性质,并阐述了这些性质之间的联系,同时证明Gauss随机矩阵高概率满足加权的?q商性质.最后,基于这些性质刻画了加权?_q-极小化模型解的逼近特征,特别地,对于测量含噪但噪声水平难以估计或缺失的信号恢复,建立了该模型解的鲁棒性估计,所获得的结果将有益于无穷维压缩感知的进一步理论分析. 展开更多
关键词 零空间性质 商性质 个例最优性
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