A New Algorithm Based on rSQP and AD
An efficient optimization algorithm based on reduced sequential quadratic programming (rSQP) and automatic differentiation (AD) is presented in this paper. With the characteristics of sparseness, relatively low degrees of freedom and equality constraints utilized, the nonlinear programming problem w...
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| Інші автори: | , |
| Формат: | article |
| Мова: | eng |
| Опубліковано: |
2007
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| Предмети: | |
| Онлайн доступ: | http://bibdigital.epn.edu.ec/handle/15000/9322 |
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Додати тег | _version_ | 1827332047327199232 |
|---|---|
| author | Li, Jin |
| author2 | Tan, Yuejin Liao, Liangcai |
| author2_role | author author |
| author_facet | Li, Jin Tan, Yuejin Liao, Liangcai |
| author_role | author |
| collection | Repositorio Escuela Politécnica Nacional |
| dc.creator.none.fl_str_mv | Li, Jin Tan, Yuejin Liao, Liangcai |
| dc.date.none.fl_str_mv | 2007-03-09T19:23:39Z 2007-03-09T19:23:39Z 2007-03-09T19:23:39Z 2010-09-07T16:40:15Z 2010-09-07T16:40:15Z 2011-03-10T14:33:29Z 2011-03-10T14:33:29Z |
| dc.identifier.none.fl_str_mv | http://bibdigital.epn.edu.ec/handle/15000/9322 |
| dc.language.none.fl_str_mv | eng |
| dc.rights.none.fl_str_mv | https://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:Repositorio Escuela Politécnica Nacional instname:Escuela Politécnica Nacional instacron:EPN |
| dc.subject.none.fl_str_mv | ALGORITMOS OPTIMIZACIÓN ALGORITHMS OPTIMIZATION |
| dc.title.none.fl_str_mv | A New Algorithm Based on rSQP and AD |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | An efficient optimization algorithm based on reduced sequential quadratic programming (rSQP) and automatic differentiation (AD) is presented in this paper. With the characteristics of sparseness, relatively low degrees of freedom and equality constraints utilized, the nonlinear programming problem was solved by improved rSQP solver. In the solving process, AD technology was used to obtain accurate gradient information. The numerical results show that the combined algorithm, which is suitable for large-scale process optimization problems, can calculate more efficiently than rSQP itself. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | EPN_c09d223898841d2a8f354bfd3ccc8fb9 |
| instacron_str | EPN |
| institution | EPN |
| instname_str | Escuela Politécnica Nacional |
| language | eng |
| network_acronym_str | EPN |
| network_name_str | Repositorio Escuela Politécnica Nacional |
| oai_identifier_str | oai:bibdigital.epn.edu.ec:15000/9322 |
| publishDate | 2007 |
| reponame_str | Repositorio Escuela Politécnica Nacional |
| repository.mail.fl_str_mv | . |
| repository.name.fl_str_mv | Repositorio Escuela Politécnica Nacional - Escuela Politécnica Nacional |
| repository_id_str | 1553 |
| rights_invalid_str_mv | https://creativecommons.org/licenses/by-nc-nd/4.0/ |
| spelling | A New Algorithm Based on rSQP and ADLi, JinTan, YuejinLiao, LiangcaiALGORITMOSOPTIMIZACIÓNALGORITHMSOPTIMIZATIONAn efficient optimization algorithm based on reduced sequential quadratic programming (rSQP) and automatic differentiation (AD) is presented in this paper. With the characteristics of sparseness, relatively low degrees of freedom and equality constraints utilized, the nonlinear programming problem was solved by improved rSQP solver. In the solving process, AD technology was used to obtain accurate gradient information. The numerical results show that the combined algorithm, which is suitable for large-scale process optimization problems, can calculate more efficiently than rSQP itself.2007-03-09T19:23:39Z2010-09-07T16:40:15Z2011-03-10T14:33:29Z2007-03-09T19:23:39Z2010-09-07T16:40:15Z2011-03-10T14:33:29Z2007-03-09T19:23:39Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://bibdigital.epn.edu.ec/handle/15000/9322enghttps://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessreponame:Repositorio Escuela Politécnica Nacionalinstname:Escuela Politécnica Nacionalinstacron:EPN2019-04-08T07:11:57Zoai:bibdigital.epn.edu.ec:15000/9322Institucionalhttps://bibdigital.epn.edu.ec/Universidad públicahttps://www.epn.edu.ec/https://bibdigital.epn.edu.ec/oai.Ecuador...opendoar:15532019-04-08T07:11:57Repositorio Escuela Politécnica Nacional - Escuela Politécnica Nacionalfalse |
| spellingShingle | A New Algorithm Based on rSQP and AD Li, Jin ALGORITMOS OPTIMIZACIÓN ALGORITHMS OPTIMIZATION |
| status_str | publishedVersion |
| title | A New Algorithm Based on rSQP and AD |
| title_full | A New Algorithm Based on rSQP and AD |
| title_fullStr | A New Algorithm Based on rSQP and AD |
| title_full_unstemmed | A New Algorithm Based on rSQP and AD |
| title_short | A New Algorithm Based on rSQP and AD |
| title_sort | A New Algorithm Based on rSQP and AD |
| topic | ALGORITMOS OPTIMIZACIÓN ALGORITHMS OPTIMIZATION |
| url | http://bibdigital.epn.edu.ec/handle/15000/9322 |