Title :
Dynamic solvers for linear optimization problems
Author :
Çakir, Yüksel ; Guzelis, C.
Author_Institution :
Istanbul Tech. Univ., Turkey
Abstract :
In this study, based on the classical gradient projection method of optimization theory a dynamic solver for linearly constrained linear optimization problems called the gradient projection network is introduced. To illustrate the performance of the network the result obtained for a special linear problem is compared with those obtained by Kennedy-Chua, Rodriguez-Vazquez and Zak´s network.
Keywords :
gradient methods; optimisation; dynamic solvers; gradient projection method; linear optimization problems; performance; Constraint optimization; Constraint theory; Lagrangian functions;
Conference_Titel :
Signal Processing and Communications Applications Conference, 2004. Proceedings of the IEEE 12th
Print_ISBN :
0-7803-8318-4
DOI :
10.1109/SIU.2004.1338320