DocumentCode :
653093
Title :
A new nonmonotone QP-free infeasible method
Author :
Ailan Liu ; Dingguo Pu
Author_Institution :
Dept. of Math., Tongji Univ., Shanghai, China
fYear :
2013
fDate :
25-27 Sept. 2013
Firstpage :
472
Lastpage :
476
Abstract :
We propose a nonmonotone QP-free infeasible method without using a penalty function and a filter for constrained nonlinear optimization problems. This iterative method is based on the solution of nonsmooth equations which are obtained by the multipliers and the piecewise linear relationship NCP function for the KKT first-order optimality conditions. We do not use a penalty function and a filter on nonmonotone line searches.The acceptance of trial step is more flexible by means of nonmonotone technique. This method is implementable and globally convergent. Without the second order correction we prove that the method has superlinear convergence rate. Preliminary numerical results show that the algorithm is robust and effective.
Keywords :
iterative methods; optimisation; KKT first-order optimality conditions; con- strained nonlinear optimization problems; iterative method; nonmonotone QP-free infeasible method; nonsmooth equations; penalty function; piecewise linear relationship NCP function; Convergence; Educational institutions; Equations; Optimization; Programming; Vectors; NCP function; QP-free; convergence; filter; nonmonotone;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Mechatronic Systems (ICAMechS), 2013 International Conference on
Conference_Location :
Luoyang
Print_ISBN :
978-1-4799-2518-6
Type :
conf
DOI :
10.1109/ICAMechS.2013.6681830
Filename :
6681830
Link To Document :
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