A homotopy algorithm for computing the fixed point of self-mapping with inequality and equality constraints
-
1492
Downloads
-
2251
Views
Authors
Zhichuan Zhu
- Faculty of Statistics, Jilin University of Finance and Economics, Changchun, Jilin 130117, China.
- School of Mathematics and Statistics, Northeast Normal University, Changchun, Jilin 130024, China.
Yang Li
- School of Computer Science and Engineering, Changchun University of Technology, Changchun 130012, China.
Yanchun Xing
- Faculty of Statistics, Jilin University of Finance and Economics, Changchun, Jilin 130117, China.
Xiaoyin Wang
- Department of Mathematics, Tianjin Polytechnic University, Tianjin 300387, China.
Abstract
In this paper, to compute the fixed point of self-mapping on general non-convex sets, a modified constraint
shifting homotopy algorithm for perturbing simultaneously both equality constraints and inequality
constraints is proposed and the global convergence of the smooth homotopy pathways is proven under some
mild conditions. The advantage of the newly constructed homotopy is that the initial point needs to be only
in the shifted feasible set, not necessarily, an interior point in the original feasible set, and hence it is more
convenient to be implemented than the existing results. Some numerical examples are also given to show
its feasibility and effectiveness.
Share and Cite
ISRP Style
Zhichuan Zhu, Yang Li, Yanchun Xing, Xiaoyin Wang, A homotopy algorithm for computing the fixed point of self-mapping with inequality and equality constraints, Journal of Nonlinear Sciences and Applications, 9 (2016), no. 6, 4888--4896
AMA Style
Zhu Zhichuan, Li Yang, Xing Yanchun, Wang Xiaoyin, A homotopy algorithm for computing the fixed point of self-mapping with inequality and equality constraints. J. Nonlinear Sci. Appl. (2016); 9(6):4888--4896
Chicago/Turabian Style
Zhu, Zhichuan, Li, Yang, Xing, Yanchun, Wang, Xiaoyin. "A homotopy algorithm for computing the fixed point of self-mapping with inequality and equality constraints." Journal of Nonlinear Sciences and Applications, 9, no. 6 (2016): 4888--4896
Keywords
- Homotopy method
- general non-convex sets
- self-mapping
- fixed point.
MSC
References
-
[1]
E. L. Allgower, K. Georg, Numerical continuation methods, an introduction, Springer-Verlag, Berlin (1990)
-
[2]
R. Chen, Z. Zhu, Viscosity approximation method for accretive operator in Banach space, Nonlinear Anal., 69 (2008), 1356--1363
-
[3]
S. N. Chow, J. Mallet-Paret, J. A. Yorke, Finding zeros of maps: homotopy methods that are constructive with probability one, Math. Comp, 32 (1978), 887--899
-
[4]
X. Fan, F. Gao, T. Xu, An infeasible homotopy method for solving fixed point problems on a general unbounded set, J. Appl. Math. Comput., 47 (2015), 277--289
-
[5]
H. He, S. Liu, R. Chen, Convergence results of multi-valued nonexpansive mappings in Banach spaces, J. Inequal. Appl., 2014 (2014), 12 pages
-
[6]
R. B. Kellogg, T. Y. Li, J. Yorke, A constructive proof of the Brouwer fixed-point theorem and computational results, SIAM J. Numer. Anal., 13 (1976), 473--483
-
[7]
J. K. Kim, T. M. Tuyen, Regularization proximal point algorithm for finding a common fixed point of a finite family of nonexpansive mappings in Banach spaces, Fixed Point Theory and Appl., 2011 (2011), 10 pages
-
[8]
G. L. Naber, Topological methods in Euclidean spaces, Cambridge University Press, Cambridge-New York (1980)
-
[9]
M. Su, Z. Liu, Modified homotopy methods to solve fixed points of self-mapping in a broader class of nonconvex sets, Appl. Numer. Math., 58 (2008), 236--248
-
[10]
M. Su, X. Qian, Existence of an interior path leading to the solution point of a class of fixed point problems, J. Inequal. Appl., 2015 (2015), 8 pages
-
[11]
M. Su, B. Yu, S. Shi, A boundary perturbation interior point homotopy method for solving fixed point problems, J. Math. Anal. Appl., 377 (2011), 683--694
-
[12]
H. K. Xu, Viscosity approximation methods for nonexpansive mapping, J. Math. Anal. Appl., 298 (2004), 279--291
-
[13]
Y. Yao, R. Chen, Y. C. Liou, A unified implicit algorithm for solving the triple-hierarchical constrained optimization problem, Math. Comput. Modelling, 55 (2012), 1506--1515
-
[14]
Y. Yao, Y. C. Liou, J. C. Yao, Split common fixed point problem for two quasi-pseudo-contractive operators and its algorithm construction, Fixed Point Theory and Appl., 2015 (2015), 19 pages
-
[15]
Y. Yao, M. Postolache, Y. C. Liou, Z. Yao, Construction algorithms for a class of monotone variational inequalities, Optim. Lett., 10 (2016), 1519--1528
-
[16]
B. Yu, Z. Lin, Homotopy method for a class of nonconvex Brouwer fixed-point problems, Appl. Math. Comput., 74 (1996), 65--77
-
[17]
L. C. Zeng, N. C. Wong, J. C. Yao, Strong convergence theorems for strictly pseudocontractive mappings of Browder-Petryshyn type, Taiwanese J. Math., 10 (2006), 837--849
-
[18]
Z. Zhu, B. Yu, L. Yang, Globally convergent homotopy method for designing piecewise linear deterministic contractual function, J. Ind. Manag. Optim., 10 (2014), 717--741
-
[19]
Z. Zhu, L. Yang, A constraint shifting homotopy method for computing fixed points on nonconvex sets, J. Nonlinear Sci. Appl., 9 (2016), 3850--3857
-
[20]
Z. Zhu, B. Yu, Globally convergent homotopy algorithm for solving the KKT systems to the principal-agent bilevel programming, Optim. Methods Softw., 2016 (2016), 17 pages
-
[21]
Z. Zhu, B. Yu, Y. Shang, A modified homotopy method for solving nonconvex fixed points problems, Fixed Point Theory, 14 (2013), 531--544