A simple approximated solution method for solving fractional trust region subproblems of nonlinearly equality constrained optimization

Journal of inequalities and applications

article

Honglan Zhu¹  Qin Ni¹  Xuebing Zhang³ 

[1] College of Science, Nanjing University of Aeronautics and Astronautics;Business School, Huaiyin Institute of Technology;College of Mathematics and Statistics, Nanjing University of Information Science and Technology

关键词: Nonlinearly equality constrained optimization;    Fractional model;    Trust region method;    Approximated solution method;    Global convergence;   

DOI  :  10.1186/s13660-020-2300-7

学科分类：电力

来源: SpringerOpen

【 摘 要 】

In this paper, a fractional model is used to solve nonlinearly constrained optimization problems. In order to solve the fractional trust region subproblems simply, we propose an approximated solution method by cyclically fixing the fractional coefficient part of the approximate function. The global convergence of the fractional trust region method is proved, and the numerical results show that the new algorithm is effective and stable.

【 授权许可】

CC BY