DocumentCode
1752641
Title
A method to construct a quasi-normal cone for non-convex and non-smooth set and its applications to non-convex and non-smooth optimization
Author
Li, Hongwei ; Zhou, Dequn ; Liu, Qinghuai
Author_Institution
Coll. of Econ. & Manage., Nanjing Univ. of Aeronaut. & Astronaut.
Volume
1
fYear
0
fDate
0-0 0
Firstpage
1585
Lastpage
1589
Abstract
If the feasible set of non-convex optimization satisfies quasi-normal cone condition (QNCC) and under the hypothesis that a quasi-normal cone has been constructed, non-convex optimizations can be solved, theoretically, by the method of homotopy interior point (HIP) method with global convergence. But how to construct the quasi-normal cone for a general non-convex set is very difficult and there is no uniform and efficient method to do it. In this paper, we give a method to construct a quasi-normal cone for a class of sets satisfying QNCC, and realize HIP method algorithms under it. And we prove it is available by the numerical example at the same time
Keywords
geometry; optimisation; set theory; homotopy interior point; nonconvex optimization; nonconvex set; nonsmooth optimization; nonsmooth set; quasinormal cone construction; Boundary conditions; Convergence; Educational institutions; Hip; Linear programming; Mathematics; Optimization methods; Technology management; Aggregated function; Homotopy interior point (HIP) Method; Non-convex optimization; Positive irrelative map; Quasi-normal cone condition (QNCC);
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location
Dalian
Print_ISBN
1-4244-0332-4
Type
conf
DOI
10.1109/WCICA.2006.1712618
Filename
1712618
Link To Document