Open Science Research Excellence
%0 Journal Article
%A Hyun-Chool Shin
%D 2007 
%J  International Journal of Computer, Electrical, Automation, Control and Information Engineering
%B World Academy of Science, Engineering and Technology
%I International Science Index 6, 2007
%T A Simple Adaptive Algorithm for Norm-Constrained Optimization
%U http://waset.org/publications/15783
%V 6
%X In this paper we propose a simple adaptive algorithm
iteratively solving the unit-norm constrained optimization problem.
Instead of conventional parameter norm based normalization,
the proposed algorithm incorporates scalar normalization which is
computationally much simpler. The analysis of stationary point is
presented to show that the proposed algorithm indeed solves the
constrained optimization problem. The simulation results illustrate
that the proposed algorithm performs as good as conventional ones
while being computationally simpler.
%P 1571 - 1574