Title :
On the Non-monotone Armijo-type Line Search Algorithm
Author_Institution :
Basic Courses Dept., Beijing Union Univ., Beijing, China
Abstract :
Armijo method is a kind of line search method that usually be used when look for the step size in nonlinear optimization. This paper makes the summary of its modified forms, and then the nonmonotone Armijo-type line search methods are proposed. The numerical results will show that some line search methods with the novel nonmonotone line search are available and efficient in practical computation.
Keywords :
nonlinear programming; search problems; Armijo method; nonlinear optimization; nonmonotone line search algorithm; Convergence; Electronic mail; Iterative algorithms; Iterative methods; Level set; Nominations and elections; Optimization methods; Search methods; Technical drawing; Armijo line search; algorithm; global convergence; nonlinear optimization;
Conference_Titel :
Information and Computing (ICIC), 2010 Third International Conference on
Conference_Location :
Wuxi, Jiang Su
Print_ISBN :
978-1-4244-7081-5
Electronic_ISBN :
978-1-4244-7082-2
DOI :
10.1109/ICIC.2010.263
