具有多输出集的分裂CFPP约束的伪单调变分不等式的双惯性梯度规则

IF 3.8 2区 数学 Q1 MATHEMATICS, APPLIED
Lu-Chuan Ceng , Prasit Cholamjiak , Papatsara Inkrong , Jen-Chih Yao , Xiaopeng Zhao
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引用次数: 0

摘要

对于2≤p<;∞,令p-一致凸Banach空间E具有2-一致光滑性。在E中,VIP为变分不等式问题,CFPP为公共不动点问题。本文主要研究了在E中的Bregman相对半缩映射和实数Hilbert空间中的半缩映射下,用带多输出集的分裂CFPP (SCFPPMOS)约束处理两个伪单调VIPs的问题。为此,我们设计并讨论了两种自适应双惯性梯度型方案,并采用线性研究程序来解决这对具有SCFPPMOS约束的vip。在较温和的假设条件下,所构造的序列分别弱收敛于具有SCFPPMOS约束的VIPs对的一个公共解,强收敛于一个公共解。数值算例说明了所提规则的可行性和实用性。最后,将所提方案应用于数据分类。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dual-inertial extragradient rule for pseudomonotonic variational inequalities with split CFPP constraint with multiple output sets
For 2p<, let the p-uniformly convex Banach space E possess 2-uniform smoothness. In E, the VIP serves as a variational inequality problem and the CFPP a common fixed point problem. We are concentrated on investigating the problem of tackling two pseudomonotone VIPs with the split CFPP with multiple output sets (SCFPPMOS) constraint for both Bregman’s relative demicontractions in E and demicontractive mappings in real Hilbert spaces. For the purpose, we devise and discuss two adaptive dual-inertial extragradient-type schemes with linesearch procedure for tackling this pair of VIPs with SCFPPMOS constraint. Under mild postulations, it is shown that the constructed sequences in the suggested schemes, are weakly and strongly convergent to a common solution to this pair of VIPs with SCFPPMOS constraint, respectively. The numerical example is supplied to illustrate the viability and practicality of our suggested rule. At length, the proposed schemes are applied to the data classification.
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来源期刊
Communications in Nonlinear Science and Numerical Simulation
Communications in Nonlinear Science and Numerical Simulation MATHEMATICS, APPLIED-MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
CiteScore
6.80
自引率
7.70%
发文量
378
审稿时长
78 days
期刊介绍: The journal publishes original research findings on experimental observation, mathematical modeling, theoretical analysis and numerical simulation, for more accurate description, better prediction or novel application, of nonlinear phenomena in science and engineering. It offers a venue for researchers to make rapid exchange of ideas and techniques in nonlinear science and complexity. The submission of manuscripts with cross-disciplinary approaches in nonlinear science and complexity is particularly encouraged. Topics of interest: Nonlinear differential or delay equations, Lie group analysis and asymptotic methods, Discontinuous systems, Fractals, Fractional calculus and dynamics, Nonlinear effects in quantum mechanics, Nonlinear stochastic processes, Experimental nonlinear science, Time-series and signal analysis, Computational methods and simulations in nonlinear science and engineering, Control of dynamical systems, Synchronization, Lyapunov analysis, High-dimensional chaos and turbulence, Chaos in Hamiltonian systems, Integrable systems and solitons, Collective behavior in many-body systems, Biological physics and networks, Nonlinear mechanical systems, Complex systems and complexity. No length limitation for contributions is set, but only concisely written manuscripts are published. Brief papers are published on the basis of Rapid Communications. Discussions of previously published papers are welcome.
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