Using "Filter" Approach to Solve the Constrained Optimization Problems

In this paper, the solution of constrained nonlinear programming problems by a Sequential Quadratic Programming (SQP) is considered. The aim of the present work is to promote global convergence without the need to use a penalty and Barrier functions in the mixed interior-exterior point method. Inste...

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Main Author: Ban Mitras
Format: Article
Language:Arabic
Published: Mosul University 2010-03-01
Series:Al-Rafidain Journal of Computer Sciences and Mathematics
Subjects:
Online Access:https://csmj.mosuljournals.com/article_163849_0916b86fcfdc5aabf7e587fbf8031f89.pdf
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spelling doaj-09e2db55f2644480b0306a422d8914372020-11-25T03:59:18ZaraMosul UniversityAl-Rafidain Journal of Computer Sciences and Mathematics 1815-48162311-79902010-03-01719910710.33899/csmj.2010.163849163849Using "Filter" Approach to Solve the Constrained Optimization ProblemsBan Mitras0College of Computer Sciences and Mathematics University of Mosul, IraqIn this paper, the solution of constrained nonlinear programming problems by a Sequential Quadratic Programming (SQP) is considered. The aim of the present work is to promote global convergence without the need to use a penalty and Barrier functions in the mixed interior-exterior point method. Instead, a new concept of a “filter” that aims to minimize the objective function and its approach that allows appoint to be accepted if reduces the objective function and satisfies the constraint violation function. If that point is rejected a new point is tested.https://csmj.mosuljournals.com/article_163849_0916b86fcfdc5aabf7e587fbf8031f89.pdffilter approachconstrained optimizationsqp method
collection DOAJ
language Arabic
format Article
sources DOAJ
author Ban Mitras
spellingShingle Ban Mitras
Using "Filter" Approach to Solve the Constrained Optimization Problems
Al-Rafidain Journal of Computer Sciences and Mathematics
filter approach
constrained optimization
sqp method
author_facet Ban Mitras
author_sort Ban Mitras
title Using "Filter" Approach to Solve the Constrained Optimization Problems
title_short Using "Filter" Approach to Solve the Constrained Optimization Problems
title_full Using "Filter" Approach to Solve the Constrained Optimization Problems
title_fullStr Using "Filter" Approach to Solve the Constrained Optimization Problems
title_full_unstemmed Using "Filter" Approach to Solve the Constrained Optimization Problems
title_sort using "filter" approach to solve the constrained optimization problems
publisher Mosul University
series Al-Rafidain Journal of Computer Sciences and Mathematics
issn 1815-4816
2311-7990
publishDate 2010-03-01
description In this paper, the solution of constrained nonlinear programming problems by a Sequential Quadratic Programming (SQP) is considered. The aim of the present work is to promote global convergence without the need to use a penalty and Barrier functions in the mixed interior-exterior point method. Instead, a new concept of a “filter” that aims to minimize the objective function and its approach that allows appoint to be accepted if reduces the objective function and satisfies the constraint violation function. If that point is rejected a new point is tested.
topic filter approach
constrained optimization
sqp method
url https://csmj.mosuljournals.com/article_163849_0916b86fcfdc5aabf7e587fbf8031f89.pdf
work_keys_str_mv AT banmitras usingfilterapproachtosolvetheconstrainedoptimizationproblems
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