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en:intro:researches:fixedpoint [2016/04/01 16:51] – kaz | en:intro:researches:fixedpoint [2018/06/11 10:53] – [Acceleration of the Krasnosel'skii-Mann Algorithm] Hideaki IIDUKA |
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==== Acceleration of the Krasnosel'skii-Mann Algorithm ==== | ==== Acceleration of the Krasnosel'skii-Mann Algorithm ==== |
We numerically and theoretically compared our algorithm with the Krasnosel’skii-Mann algorithm and showed that it reduces the running time and iterations needed to find a fixed point compared with that algorithm. It is summarized as the following papers (You can get our papers from [[en:intro:publications|Publications]] page). | We numerically and theoretically compared our algorithm with the Krasnosel’skii-Mann algorithm and showed that it reduces the running time and iterations needed to find a fixed point compared with that algorithm. It is summarized as the following papers (You can get our papers from [[en:intro:publications|Publications]] page). |
* [[en:iiduka:|H. Iiduka]]: [[http://arxiv.org/abs/1509.05605| Line Search Fixed Point Algorithms Based on Nonlinear Conjugate Gradient Directions: Application to Constrained Smooth Convex Optimization]], submitted. | * K. Fujiwara and [[:en:iiduka:|H. Iiduka]]: [[http://www.ybook.co.jp/online2/oplna/vol3/p189.html|Modification of the Krasnosel'skii-Mann Fixed Point Algorithm by Using Three-term Conjugate Gradients]], Linear and Nonlinear Analysis, Vol. 3, No. 2, pp.189-202, 2017. |
* [[:en:kaz|K. Hishinuma]] and [[:iiduka:|H. Iiduka]]: [[http://www.ybook.co.jp/online-p/JNCA/Open/16/jncav16n11p2243-oa/FLASH/index.html|On Acceleration of the Krasnosel'skii-Mann Fixed Point Algorithm Based on Conjugate Gradient Method for Smooth Optimization]], Journal of Nonlinear and Convex Analysis: Special Issue-Dedicated to Wataru Takahashi on the occasion of his 70th birth day, Vol. 16, No. 11, pp. 2243-2254, 2015. | * [[:en:iiduka:|H. Iiduka]]: [[http://fixedpointtheoryandapplications.springeropen.com/articles/10.1186/s13663-016-0567-7| Line Search Fixed Point Algorithms Based on Nonlinear Conjugate Gradient Directions: Application to Constrained Smooth Convex Optimization]], Fixed Point Theory and Applications, Vol. 2016, No. 77, 2016. |
| * [[:en:kaz|K. Hishinuma]] and [[:en:iiduka:|H. Iiduka]]: [[http://www.ybook.co.jp/online-p/JNCA/Open/16/jncav16n11p2243-oa/FLASH/index.html|On Acceleration of the Krasnosel'skii-Mann Fixed Point Algorithm Based on Conjugate Gradient Method for Smooth Optimization]], Journal of Nonlinear and Convex Analysis: Special Issue-Dedicated to Wataru Takahashi on the occasion of his 70th birth day, Vol. 16, No. 11, pp. 2243-2254, 2015. |
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