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 :
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