17 May 1989 Experience Using The Truncated Newton Method For Large Scale Optimisation
Author Affiliations +
Proceedings Volume 1058, High Speed Computing II; (1989); doi: 10.1117/12.951671
Event: OE/LASE '89, 1989, Los Angeles, CA, United States
Abstract
In this paper we will be concerned with the optimisation of non-linear unconstrained problems where in particular the number of variables is large and also the second derivative of the function is sparse. We also present a simple data structure in ADA, that we used in automatic differentiation to obtain the first and second order derivative information of the function. Finally we present some numerical results obtained for solving large dimension problems using the Truncated Newton method.
© (1989) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
L. C.W Dixon, Z Maany, M. Mohseninia, "Experience Using The Truncated Newton Method For Large Scale Optimisation", Proc. SPIE 1058, High Speed Computing II, (17 May 1989); doi: 10.1117/12.951671; https://doi.org/10.1117/12.951671
PROCEEDINGS
9 PAGES


SHARE
KEYWORDS
Chemical elements

Radon

Data storage

Electroluminescence

Surface plasmons

Direct methods

Iterative methods

RELATED CONTENT

New efficient methods for Gabor analysis
Proceedings of SPIE (October 22 1993)
Tomographic resolution without singular value decomposition
Proceedings of SPIE (September 23 1994)
A One Gigaflop VLSI Systolic Processor
Proceedings of SPIE (November 28 1983)
Block Toeplitz-like operators and multiwavelets
Proceedings of SPIE (April 06 1995)
Solution Of Block-Structured Least-Squares Problems
Proceedings of SPIE (September 16 1980)

Back to Top