CGOPT
An improved nonlinear conjugate gradient method with an optimal property. Conjugate gradient methods have played a special role in solving large scale nonlinear problems. Recently, the author and Dai proposed an efficient nonlinear conjugate gradient method called CGOPT, through seeking the conjugate gradient direction closest to the direction of the scaled memoryless BFGS method. In this paper, we make use of two types of modified secant equations to improve CGOPT method. Under some assumptions, the improved methods are showed to be globally convergent. Numerical results are also reported
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References in zbMATH (referenced in 9 articles )
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Sorted by year (- Dong, Xiao-Liang; Dai, Zhi-Feng; Ghanbari, Reza; Li, Xiang-Li: An adaptive three-term conjugate gradient method with sufficient descent condition and conjugacy condition (2021)
- Yao, Shengwei; Feng, Qinliang; Li, Lue; Xu, Jieqiong: A class of globally convergent three-term Dai-Liao conjugate gradient methods (2020)
- Yuan, Gonglin; Lu, Junyu; Wang, Zhan: The PRP conjugate gradient algorithm with a modified WWP line search and its application in the image restoration problems (2020)
- Yuan, Gonglin; Wang, Zhan; Li, Pengyuan: A modified Broyden family algorithm with global convergence under a weak Wolfe-Powell line search for unconstrained nonconvex problems (2020)
- Chen, Yuting; Cao, Mingyuan; Yang, Yueting: A new accelerated conjugate gradient method for large-scale unconstrained optimization (2019)
- Yao, Shengwei; Ning, Liangshuo: An adaptive three-term conjugate gradient method based on self-scaling memoryless BFGS matrix (2018)
- Dong, XiaoLiang; Liu, Hongwei; He, Yubo: A self-adjusting conjugate gradient method with sufficient descent condition and conjugacy condition (2015)
- Rivaie, Mohd; Mamat, Mustafa; Abashar, Abdelrhaman: A new class of nonlinear conjugate gradient coefficients with exact and inexact line searches (2015)
- Kou, Caixia: An improved nonlinear conjugate gradient method with an optimal property (2014)