Inertial-Based Derivative-Free Method for System of Monotone Nonlinear Equations and Application

被引:23
作者
Awwal, Aliyu Muhammed [1 ,2 ]
Kumam, Poom [1 ,3 ,6 ]
Wang, Lin [4 ]
Huang, Shuang [4 ]
Kumam, Wiyada [5 ]
机构
[1] King Mongkuts Univ Technol Thonburi KMUTT, Fac Sci, Ctr Excellence Theoret & Computat Sci Ctr TaCS CO, Fixed Point Theory & Applicat Res Grp, Bangkok 10140, Thailand
[2] Gombe State Univ, Fac Sci, Dept Math, Gombe 760214, Nigeria
[3] King Mongkuts Univ Technol Thonburi KMUTT, Fac Sci, Dept Math, KMUTT Fixed Point Res Lab, Room SCL 802,Sci Lab Bldg, Bangkok 10140, Thailand
[4] Yunnan Univ Finance & Econ, Off Sci & Res, Kunming 650221, Yunnan, Peoples R China
[5] Rajamangala Univ Technol Thanyaburi, Fac Sci & Technol, Dept Math & Comp Sci, Program Appl Stat, Pathum Thani 12110, Thailand
[6] China Med Univ, China Med Univ Hosp, Dept Med Res, Taichung 40402, Taiwan
来源
IEEE ACCESS | 2020年 / 8卷
关键词
Nonlinear equations; Iterative methods; Convergence; Nonlinear systems; Search problems; Scientific computing; Robots; Inertial effect; line search; nonlinear monotone equations; nonlinear problems; numerical algorithms; projection method; spectral parameters; GRADIENT PROJECTION METHOD; ALGORITHMS;
D O I
10.1109/ACCESS.2020.3045493
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Iterative methods for solving nonlinear problems are of great importance due to their appearance in various areas of applications. In this paper, based on the inertial effect, we propose two projection derivative-free iterative methods for solving system of nonlinear equations. For the purpose of improving the numerical performance, the two methods incorporated the inertial step into the modified Barzilai and Borwein (BB) spectral parameters to generate the sequence of their respective search directions. The two spectral parameters are shown to be well-defined. For each method, the sequence of the search direction is bounded and satisfies the sufficient descent property. We establish the convergence analysis of the two methods based on the assumption that the underlying mapping is Lipschitzian and monotone. We demonstrate the efficiencies of the two methods on some collection of monotone system of nonlinear equations test problems. Finally, we apply the two methods to solve motion control problem involving a two planar robot.
引用
收藏
页码:226921 / 226930
页数:10
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