両方とも前のリビジョン 前のリビジョン 次のリビジョン | 前のリビジョン 次のリビジョン両方とも次のリビジョン |
en:intro:researches:optimization [2020/02/21 11:27] – [Centralized Optimization Algorithms] Hideaki IIDUKA | en:intro:researches:optimization [2020/02/21 11:29] – [Decentralized Optimization Algorithms] Hideaki IIDUKA |
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* [[:en:iiduka:|H. Iiduka]]: [[https://ieeexplore.ieee.org/document/8744480|Stochastic Fixed Point Optimization Algorithm for Classifier Ensemble]], IEEE Transactions on Cybernetics (accepted) | * [[:en:iiduka:|H. Iiduka]]: [[https://ieeexplore.ieee.org/document/8744480|Stochastic Fixed Point Optimization Algorithm for Classifier Ensemble]], IEEE Transactions on Cybernetics (accepted) |
* [[:en:iiduka:|H. Iiduka]]: [[https://link.springer.com/article/10.1007/s11081-019-09440-7|Decentralized Hierarchical Constrained Convex Optimization]], Optimization and Engineering, Vol. 21, No. 1, pp. 181–213, 2020. | * [[:en:iiduka:|H. Iiduka]]: [[https://link.springer.com/article/10.1007/s11081-019-09440-7|Decentralized Hierarchical Constrained Convex Optimization]], Optimization and Engineering, Vol. 21, No. 1, pp. 181–213, 2020. |
* [[:en:iiduka:|H. Iiduka]]: [[https://www.jstage.jst.go.jp/article/jorsj/58/4/58_330/_pdf|Parallel Optimization Algorithm for Smooth Convex Optimization over Fixed Point Sets of Quasi-nonexpansive Mappings]], Journal of the Operations Research of Japan, //Vol. 58, No. 4, pp. 330-352, 2015//. | * [[:en:iiduka:|H. Iiduka]]: [[https://www.jstage.jst.go.jp/article/jorsj/58/4/58_330/_pdf|Parallel Optimization Algorithm for Smooth Convex Optimization over Fixed Point Sets of Quasi-nonexpansive Mappings]], Journal of the Operations Research of Japan, Vol. 58, No. 4, pp. 330-352, 2015. |
* [[:en:iiduka:|H. Iiduka]]: [[http://www.ybook.co.jp/online-p/JNCA/Open/16/jncav16n11p2159-oa/FLASH/index.html|Distributed Convex Optimization Algorithms and Their Application to Distributed Control in Peer-to-Peer Data Storage System]], 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. 2159-2179, 2015//. | * [[:en:iiduka:|H. Iiduka]]: [[http://www.ybook.co.jp/online-p/JNCA/Open/16/jncav16n11p2159-oa/FLASH/index.html|Distributed Convex Optimization Algorithms and Their Application to Distributed Control in Peer-to-Peer Data Storage System]], 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. 2159-2179, 2015. |
* [[:en:iiduka:|H. Iiduka]] and K. Hishinuma: [[http://epubs.siam.org/doi/abs/10.1137/130939560|Acceleration Method Combining Broadcast and Incremental Distributed Optimization Algorithms]], //SIAM Journal on Optimization, Vol. 24, No. 4, pp. 1840-1863, 2014.// | * [[:en:iiduka:|H. Iiduka]] and K. Hishinuma: [[http://epubs.siam.org/doi/abs/10.1137/130939560|Acceleration Method Combining Broadcast and Incremental Distributed Optimization Algorithms]], SIAM Journal on Optimization, Vol. 24, No. 4, pp. 1840-1863, 2014. |
* [[:en:iiduka:|H. Iiduka]]: [[http://epubs.siam.org/doi/abs/10.1137/120866877|Fixed Point Optimization Algorithms for Distributed Optimization in Networked Systems]], //SIAM Journal on Optimization, Vol. 23, No. 1, pp. 1-26, 2013.// | * [[:en:iiduka:|H. Iiduka]]: [[http://epubs.siam.org/doi/abs/10.1137/120866877|Fixed Point Optimization Algorithms for Distributed Optimization in Networked Systems]], SIAM Journal on Optimization, Vol. 23, No. 1, pp. 1-26, 2013. |
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===== Optimization Algorithms for Nonsmooth Convex Optimization ===== | ===== Optimization Algorithms for Nonsmooth Convex Optimization ===== |
==== Decentralized Optimization Algorithms ==== | ==== Decentralized Optimization Algorithms ==== |
* K. Shimizu, K. Hishinuma, [[:en:iiduka:|H. Iiduka]]: Parallel Computing Proximal Method for Nonsmooth Convex Optimization with Fixed Point Constraints of Quasi-nonexpansive Mappings, submitted | * K. Shimizu, K. Hishinuma, [[:en:iiduka:|H. Iiduka]]: Parallel Computing Proximal Method for Nonsmooth Convex Optimization with Fixed Point Constraints of Quasi-nonexpansive Mappings, submitted |
* H. Oishi, Y. Kobayashi, [[:en:iiduka:|H. Iiduka]]: Incremental Proximal Method for Nonsmooth Convex Optimization with Fixed Point Constraints of Quasi-nonexpansive Mappings, Linear and Nonlinear Analysis (accepted) | * H. Oishi, Y. Kobayashi, [[:en:iiduka:|H. Iiduka]]: [[http://www.ybook.co.jp/online-p/LNA/Open/vol5/lnav5n3p477-oa/index.html|Incremental Proximal Method for Nonsmooth Convex Optimization With Fixed Point Constraints of Quasi-nonexpansive Mappings]], Linear and Nonlinear Analysis, Vol. 5, No. 3, pp. 477-493, 2019. |
* [[:en:iiduka:|H. Iiduka]]: [[https://ieeexplore.ieee.org/document/8584116|Distributed Optimization for Network Resource Allocation with Nonsmooth Utility Functions]], IEEE Transactions on Control of Network Systems (accepted) | * [[:en:iiduka:|H. Iiduka]]: [[https://ieeexplore.ieee.org/document/8584116|Distributed Optimization for Network Resource Allocation with Nonsmooth Utility Functions]], IEEE Transactions on Control of Network Systems (accepted) |
* K. Hishinuma and [[en:iiduka:|H. Iiduka]]: Convergence Analysis of Incremental and Parallel Line Search Subgradient Methods in Hilbert Space, Journal of Nonlinear and Convex Analysis: Special Issue-Dedicated to Wataru Takahashi on the occasion of his 75th birth day, Vol. 20, No. 9, pp.1937-1947, 2019. | * K. Hishinuma and [[en:iiduka:|H. Iiduka]]: Convergence Analysis of Incremental and Parallel Line Search Subgradient Methods in Hilbert Space, Journal of Nonlinear and Convex Analysis: Special Issue-Dedicated to Wataru Takahashi on the occasion of his 75th birth day, Vol. 20, No. 9, pp.1937-1947, 2019. |