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Dtic Ada453208%3a A Convergence Theory For A Class Of Quasi Newton Methods For Constrained Optimization by Defense Technical Information Center
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1DTIC ADA453208: A Convergence Theory For A Class Of Quasi-Newton Methods For Constrained Optimization
By Defense Technical Information Center
In this paper we develop a general convergence theory for a class of quasi-Newton methods for equality constrained optimization. The theory is set in the framework of the diagonalized multiplier method defined by Tapia and is an extension of the theory developed by Glad. We believe that this framework is flexible and amenable to convergence analysis and generalizations. A key ingredient of a method in this class is a multiplier update. Our theory is tested by showing that a straightforward application gives the best known convergence results for several known multiplier updates. Also a characterization of q.superlinear convergence is presented. It is shown that in the special case when the diagonalized multiplier method is equivalent to the successive quadratic programming approach, our general characterization result gives the Boggs, Tolle and Wang characterization.
“DTIC ADA453208: A Convergence Theory For A Class Of Quasi-Newton Methods For Constrained Optimization” Metadata:
- Title: ➤ DTIC ADA453208: A Convergence Theory For A Class Of Quasi-Newton Methods For Constrained Optimization
- Author: ➤ Defense Technical Information Center
- Language: English
“DTIC ADA453208: A Convergence Theory For A Class Of Quasi-Newton Methods For Constrained Optimization” Subjects and Themes:
- Subjects: ➤ DTIC Archive - Fontecilla, Rodrigo - MARYLAND UNIV COLLEGE PARK INST FOR PHYSICAL SCIENCE AND TECHNOLOGY - *THEORY - *CONVERGENCE - METHODOLOGY - ITERATIONS - LAGRANGIAN FUNCTIONS - QUADRATIC PROGRAMMING - OPTIMIZATION
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- Internet Archive ID: DTIC_ADA453208
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The book is available for download in "texts" format, the size of the file-s is: 19.30 Mbs, the file-s for this book were downloaded 65 times, the file-s went public at Tue Jun 05 2018.
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