期刊
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS
卷 328, 期 -, 页码 44-58出版社
ELSEVIER SCIENCE BV
DOI: 10.1016/j.cam.2017.06.024
关键词
Nonlinear equations; New quasi-Newton equation; Modified quasi-Newton method; Local superlinear convergence
资金
- National Natural Science Foundation of China [11071117, 11274109]
- Natural Science Foundation of Jiangsu Province [BK20141409]
- Natural Science Foundation of Zhejiang Province [Y18A010026]
- Natural Science Foundation of Huzhou University [KX21072]
In this paper, a modified quasi-Newton method is proposed for solving the nonlinear equation F(x) = 0, which is based on a new quasi-Newton approach. The usual quasi Newton equation is Bk+1sk = y(k), where s(k) = x(k+1) - x(k), y(k) = F(x(k+1)) - F(x(k)). The new quasi-Newton equation is Bk+1(s) over tilde (k) = (y) over tilde (k), in which (s) over tilde (k) is based on the iterates x(k+1), x(k), x(k-1) and (y) over tilde (k) is based on the function values F(x(k+1)), F(x(k)), F(x(k-1)). The new quasi-Newton equation exploits additional information by assuming a quadratic relationship between the information from the last three iterates, The modified quasi-Newton method is based on the new quasi-Newton equation, and possess local superlinear convergence properties. Numerical experiments show that the modified quasi-Newton method is promising. (C) 2017 Elsevier B.V. All rights reserved.
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