Title :
Array architectures for iterative matrix calculations
Author :
El-Amawy, A. ; Porter, W.A. ; Aravena, J.L.
Author_Institution :
Louisiana State University, Department of Electrical and Computer Engineering, Baton Rouge, USA
fDate :
5/1/1987 12:00:00 AM
Abstract :
The paper considers the important problem of fast computation of iterative matrix equations. Three architectures for fast implementation of Faddeev´s matrix inversion algorithm are described. The recursive nature of Faddeev´s algorithm is indicative of many other algorithms, based on the Cayley-Hamilton theorem. All such algorithms seem well suited to the class of orbital architectures reported by Porter and specialised herein. The architectures presented here are essentially 3-dimensional structures. They clearly demonstrate several advantages over comparable 2-dimensional structures particularly with respect to speed and I/O requirements. Besides, the presented architectures are chosen to highlight various 3-dimensional solutions and associated tradeoffs that are representative of the subject class of problems.
Keywords :
iterative methods; parallel architectures; 3-dimensional structures; Cayley-Hamilton theorem; Faddeev matrix inversion algorithm; array architecture; iterative matrix calculations; iterative matrix equations;
Journal_Title :
Computers and Digital Techniques, IEE Proceedings E
DOI :
10.1049/ip-e.1987.0027