News Help Institutional access
Back to results
Bibliographic record · Consultation and access
Artículo

A Limited Memory Algorithm for Bound Constrained Optimization

Richard H. Byrd; Peihuang Lu; Jorge Nocedal; Ciyou Zhu · SIAM Journal on Scientific Computing · 1995

Resource page
Quick overview. Review the resource’s basic details, then access the content using the main button. This page shows only the information needed to identify, cite, and open the work.
Author / responsible party
Richard H. Byrd; Peihuang Lu; Jorge Nocedal; Ciyou Zhu
Publisher
SIAM Journal on Scientific Computing
Year
1995
Language
English

Resource access

Open the content from the main option or choose another available source.

OpenAlex OpenAlex Works
Entrar por OpenAlex
Main access

Resource page

Resource reference page. Full text availability has not been automatically confirmed.
Open resource

Summary

Descripción general del contenido del recurso.

An algorithm for solving large nonlinear optimization problems with simple bounds is described. It is based on the gradient projection method and uses a limited memory BFGS matrix to approximate the Hessian of the objective function. It is shown how to take advantage of the form of the limited memory approximation to implement the algorithm efficiently. The results of numerical tests on a set of large problems are reported.

How to cite

Elegí el formato que necesitás y copiá la referencia al portapapeles.

APA 7

Byrd, R. H, Lu, P, Nocedal, J, & Zhu, C. (1995). A Limited Memory Algorithm for Bound Constrained Optimization. https://doi.org/10.1137/0916069

MLA

Byrd, Richard H, et al. "A Limited Memory Algorithm for Bound Constrained Optimization." 1995. https://doi.org/10.1137/0916069.

Chicago

Byrd, Richard H, Peihuang Lu, Jorge Nocedal, and Ciyou Zhu. 1995. "A Limited Memory Algorithm for Bound Constrained Optimization.". https://doi.org/10.1137/0916069.

Harvard

Byrd, R. H. et al. 1995, A Limited Memory Algorithm for Bound Constrained Optimization, SIAM Journal on Scientific Computing, available at: https://doi.org/10.1137/0916069 [Accessed 7 Aug. 2026].

Share and print

Save the record, copy its permanent link, or print it as a PDF.

Export reference

You can export the record in common formats for use in a reference manager.

RIS BibTeX

Resource details

Bibliographic information to help confirm that this is the correct material.

Title
A Limited Memory Algorithm for Bound Constrained Optimization
Author / contributors
Richard H. Byrd; Peihuang Lu; Jorge Nocedal; Ciyou Zhu
Publisher
SIAM Journal on Scientific Computing
Publication year
1995
Language
English

Subjects

Explore related resources through these subjects.

Hessian matrix; Broyden–Fletcher–Goldfarb–Shanno algorithm; Mathematics; Algorithm; Mathematical optimization; Set (abstract data type); Projection (relational algebra); Nonlinear programming; Matrix (chemical analysis); Constrained optimization; Optimization problem; Nonlinear conjugate gradient method
Copied