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International Journal of Computer Mathematics Volume 95, 2018 - Issue 10
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Original Articles

Two modified spectral conjugate gradient methods and their global convergence for unconstrained optimization

Zhongbo SunDepartment of Control Engineering, Changchun University of Technology, Changchun, China;Key Laboratory of Bionic Engineering of Ministry of Education, Jilin University, Changchun, ChinaView further author information
,
Hongyang LiKey Laboratory of Bionic Engineering of Ministry of Education, Jilin University, Changchun, China;College of Communication Engineering, Jilin University, Changchun, ChinaView further author information
,
Jing WangKey Laboratory of Bionic Engineering of Ministry of Education, Jilin University, Changchun, China;College of Communication Engineering, Jilin University, Changchun, ChinaView further author information
&
Yantao TianKey Laboratory of Bionic Engineering of Ministry of Education, Jilin University, Changchun, China;College of Communication Engineering, Jilin University, Changchun, ChinaCorrespondence[email protected]
View further author information
Pages 2082-2099 | Received 06 Jan 2015, Accepted 01 Jul 2017, Published online: 09 Oct 2017

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Lv Zhao, Jie Jin & Jianqiang Gong. (2021) A novel robust fixed-time convergent zeroing neural network for solving time-varying noise-polluted nonlinear equations. International Journal of Computer Mathematics 98:12, pages 2514-2532.
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Articles from other publishers (15)

Qing-Rui He, Chun-Rong Chen & Sheng-Jie Li. (2023) Spectral conjugate gradient methods for vector optimization problems. Computational Optimization and Applications.
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Nasiru Salihu, Poom Kumam, Aliyu Muhammed Awwal, Ibrahim Mohammed Sulaiman & Thidaporn Seangwattana. (2023) The global convergence of spectral RMIL conjugate gradient method for unconstrained optimization with applications to robotic model and image recovery. PLOS ONE 18:3, pages e0281250.
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FATEMEH DARGAHI, SAMAN BABAIE–KAFAKI & ZOHRE AMINIFARD. (2023) DESCENT SPECTRAL VERSIONS OF THE TRADITIONAL CONJUGATE GRADIENT ALGORITHMS WITH APPLICATION TO NONNEGATIVE MATRIX FACTORIZATION. Annals of the Academy of Romanian Scientists Series on Science and Technology of Information 16:1-2, pages 5-20.
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Zhongbo Sun, Liming Zhao, Keping Liu, Long Jin, Junzhi Yu & Chunxu Li. (2022) An advanced form-finding of tensegrity structures aided with noise-tolerant zeroing neural network. Neural Computing and Applications 34:8, pages 6053-6066.
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Bangcheng Zhang, Shuai Liu, Ye Li, Zaixiang Pang, Yan Hao & Xiyu Zhang. (2021) Sliding Mode Control Algorithm of Upper Limb Exoskeleton Rehabilitation Robot Based on RBF Neural Network. Sliding Mode Control Algorithm of Upper Limb Exoskeleton Rehabilitation Robot Based on RBF Neural Network.
Zhongbo Sun, Tian Shi, Long Jin, Bangcheng Zhang, Zaixiang Pang & Junzhi Yu. (2021) Discrete-time zeroing neural network of pattern for online solving time-varying nonlinear optimization problem: Application to manipulator motion generation . Journal of the Franklin Institute 358:14, pages 7203-7220.
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Liming Zhao, Keping Liu, Chunxu Li, Long Jin & Zhongbo Sun. (2021) Form-finding of Tensegrity Structures Utilizing a Nonlinear Fletcher-Reeves Conjugate Gradient Method. Form-finding of Tensegrity Structures Utilizing a Nonlinear Fletcher-Reeves Conjugate Gradient Method.
Haoen Huang, Dongyang Fu, Guancheng Wang, Long Jin, Shan Liao & Huan Wang. (2020) Modified Newton integration algorithm with noise suppression for online dynamic nonlinear optimization. Numerical Algorithms 87:2, pages 575-599.
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Zaixiang Pang, Tongyu Wang, Junzhi Yu, Zhanli Wang, Shuai Liu & Xiyu Zhang. (2021) Design and analysis of shoulder joint exoskeleton rehabilitation mechanism based on gear and rack transmission. AIP Advances 11:5.
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Tian Shi, Yantao Tian, Zhongbo Sun, Keping Liu, Long Jin & Junzhi Yu. (2021) Noise-tolerant neural algorithm for online solving Yang-Baxter-type matrix equation in the presence of noises: A control-based method. Neurocomputing 424, pages 84-96.
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Zhibin Zhu, Jinyao Ma & Benxin Zhang. (2020) A new conjugate gradient hard thresholding pursuit algorithm for sparse signal recovery. Computational and Applied Mathematics 39:4.
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Zaixiang Pang, Tongyu Wang, Junzhi Yu, Shuai Liu, Xiyu Zhang & Dawei Jiang. (2020) Design and Analysis of a Flexible, Elastic, and Rope-Driven Parallel Mechanism for Wrist Rehabilitation. Applied Bionics and Biomechanics 2020, pages 1-13.
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Zhongbo Sun, Tian Shi, Lin Wei, Yingyi Sun, Keping Liu & Long Jin. (2019) Noise-suppressing zeroing neural network for online solving time-varying nonlinear optimization problem: a control-based approach. Neural Computing and Applications 32:15, pages 11505-11520.
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XiaoLiang Dong, Deren Han, Zhifeng Dai, Lixiang Li & Jianguang Zhu. (2018) An Accelerated Three-Term Conjugate Gradient Method with Sufficient Descent Condition and Conjugacy Condition. Journal of Optimization Theory and Applications 179:3, pages 944-961.
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Nasiru Salihu, Poom Kumam, Aliyu Muhammed Awwal, Kanokwan Sitthithakergkiet, Mahmoud Muhammad Yahaya & Ibrahim Arzuka. (2022) An Efficient Matrix-Free Method for Unconstrained Optimization with Application to Robotic Motion Control Model. SSRN Electronic Journal.
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