New CG Method for Large-Scale Unconstrained Optimization Based on Nazareth theorem
In this paper we present new conjugate gradient method for computing the minimum value of differentiable real valued function in n variables ,this method derived from Nazareth theorem , which uses the equivalence of CG and Qusi–Newton methods on quadratic function also the descent property and Con...
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| Format: | Article |
| Language: | Arabic |
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College of Computer Science and Mathematics, University of Mosul
2008-06-01
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| Series: | المجلة العراقية للعلوم الاحصائية |
| Online Access: | https://stats.mosuljournals.com/article_31676_b2baefefda18e18e4340f610b0e88416.pdf |
| _version_ | 1817968181734539264 |
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| author | Khalil . K. Abbo |
| author_facet | Khalil . K. Abbo |
| author_sort | Khalil . K. Abbo |
| collection | DOAJ |
| description | In this paper we present new conjugate gradient method for computing the minimum value of differentiable real valued function in n variables ,this method derived from Nazareth theorem , which uses the equivalence of CG and Qusi–Newton methods on quadratic function also the descent property and Conjucy conditions are proved and compared with some well know CG method showing considerable improvement . |
| first_indexed | 2024-04-13T20:05:02Z |
| format | Article |
| id | doaj.art-8d60b0825c7942c0960c602932a04629 |
| institution | Directory Open Access Journal |
| issn | 1680-855X 2664-2956 |
| language | Arabic |
| last_indexed | 2024-04-13T20:05:02Z |
| publishDate | 2008-06-01 |
| publisher | College of Computer Science and Mathematics, University of Mosul |
| record_format | Article |
| series | المجلة العراقية للعلوم الاحصائية |
| spelling | doaj.art-8d60b0825c7942c0960c602932a046292022-12-22T02:32:02ZaraCollege of Computer Science and Mathematics, University of Mosulالمجلة العراقية للعلوم الاحصائية1680-855X2664-29562008-06-0181536510.33899/iqjoss.2008.3167631676New CG Method for Large-Scale Unconstrained Optimization Based on Nazareth theoremKhalil . K. AbboIn this paper we present new conjugate gradient method for computing the minimum value of differentiable real valued function in n variables ,this method derived from Nazareth theorem , which uses the equivalence of CG and Qusi–Newton methods on quadratic function also the descent property and Conjucy conditions are proved and compared with some well know CG method showing considerable improvement .https://stats.mosuljournals.com/article_31676_b2baefefda18e18e4340f610b0e88416.pdf |
| spellingShingle | Khalil . K. Abbo New CG Method for Large-Scale Unconstrained Optimization Based on Nazareth theorem المجلة العراقية للعلوم الاحصائية |
| title | New CG Method for Large-Scale Unconstrained Optimization Based on Nazareth theorem |
| title_full | New CG Method for Large-Scale Unconstrained Optimization Based on Nazareth theorem |
| title_fullStr | New CG Method for Large-Scale Unconstrained Optimization Based on Nazareth theorem |
| title_full_unstemmed | New CG Method for Large-Scale Unconstrained Optimization Based on Nazareth theorem |
| title_short | New CG Method for Large-Scale Unconstrained Optimization Based on Nazareth theorem |
| title_sort | new cg method for large scale unconstrained optimization based on nazareth theorem |
| url | https://stats.mosuljournals.com/article_31676_b2baefefda18e18e4340f610b0e88416.pdf |
| work_keys_str_mv | AT khalilkabbo newcgmethodforlargescaleunconstrainedoptimizationbasedonnazareththeorem |