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The Squared Slacks Transformation in Nonlinear Programming
- Source :
- Sultan Qaboos University Journal for Science, Vol 17, Iss 1, Pp 22-29 (2012), SQU Journal for Science, SQU Journal for Science, 2012, 17 (1), pp 22-29
- Publication Year :
- 2012
- Publisher :
- Sultan Qaboos University, 2012.
-
Abstract
- International audience; In this short paper, we recall the use of squared slacks used to transform inequality constraints into equalities and several reasons why their introduction may be harmful in many algorithmic frameworks routinely used in nonlinear programming. Numerical examples performed with the sequential quadratic programming method illustrate those reasons. Our results are reproducible with state-of-the-art implementations of the methods concerned and mostly serve a pedagogical purpose, which we believe will be useful not only to practitioners and students, but also to researchers.
- Subjects :
- Squared slacks transformation, Nonlinear programming
Mathematical optimization
021103 operations research
Short paper
0211 other engineering and technologies
010103 numerical & computational mathematics
02 engineering and technology
01 natural sciences
Nonlinear programming
Transformation (function)
[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]
0101 mathematics
lcsh:Science (General)
Implementation
Squared slacks transformation
Mathematics
Sequential quadratic programming
lcsh:Q1-390
Subjects
Details
- Language :
- English
- Volume :
- 17
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Sultan Qaboos University Journal for Science
- Accession number :
- edsair.doi.dedup.....c1522d42c90addfdde3d22f63334b376