Optimization and Control

[1] A block coordinate descent method for regularized multiconvex optimization with applications to nonnegative tensor factorization and completion

Yangyang Xu University of Alabama Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1703.25019

Gold Award Paper in 2017

SIAM Journal on Imaging Sciences, 6, (3), 1758-1789, 2013
[ Download ] [ 2017-03-14 09:13:41 uploaded by yangyangxu ] [ 3167 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2] Inventory management for dual sales channels with inventory-level-dependent demand

Li, Tingting Tsinghua University Zhao, Xiaobo Tsinghua University Xie, Jinxing Tsinghua University

Optimization and Control mathscidoc:1611.27007

Journal of the Operational Research Society, 66, 2015
[ Download ] [ 2016-11-28 17:26:14 uploaded by jxie ] [ 2385 downloads ] [ 0 comments ] [ Cited by 4 ] [ Abstract ] [ Full ]
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[3] An efficient algorithm of Yau-Yau method for solving nonlinear filtering problems

Mei-Heng Yueh National Chiao Tung University Wen-Wei Lin National Chiao Tung University Shing-Tung Yau Harvard University

Optimization and Control mathscidoc:1608.27001

Distinguished Paper Award in 2017

Communications in Information and Systems, 14, (2), 111--134, 2014
[ Download ] [ 2016-08-22 15:55:36 uploaded by yueh ] [ 2254 downloads ] [ 0 comments ] [ Cited by 3 ] [ Abstract ] [ Full ]
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[4] An optimal mean-reversion trading rule under a markov chain model

Jingzhi Tie University of Georgia Qing Zhang University of Georgia

Optimization and Control mathscidoc:1702.27002

MATHEMATICAL CONTROL AND RELATED FIELDS, 6, (3), 2016.9
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[5] An efficient numerical method for solving high-dimensional nonlinear filtering problems

Mei-Heng Yueh National Chiao Tung University Wen-Wei Lin National Chiao Tung University Shing-Tung Yau Harvard University

Optimization and Control mathscidoc:1608.27002

Communications in Information and Systems, 14, (4), 243--262, 2014
[ Download ] [ 2016-08-22 16:00:43 uploaded by yueh ] [ 1339 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[6] The risk-averse newsvendor game with competition on demand

Shen, Yuwei Tsinghua University Xie, Jinxing Tsinghua University

Optimization and Control mathscidoc:1611.27006

Journal of Industrial and Management Optimization, 12, (3), 2016
[ Download ] [ 2016-11-28 17:21:44 uploaded by jxie ] [ 1301 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[7] On the Generalized Lanczos Trust-Region Method

Lei-Hong Zhang Shanghai University of Finance and Economics Chungen Shen University of Shanghai for Science and Technology Ren-Cang Li University of Texas at Arlington

Optimization and Control mathscidoc:1703.27002

Distinguished Paper Award in 2018

SIAM Journal on Optimization, 27, (3), 2110-2142, 2017.3
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[8] An Optimal Strategy for Pairs Trading Under Geometric Brownian Motions

Jingzhi Tie University of Georgia Hanqin Zhang National University of Singapore Qing Zhang University of Georgia

Optimization and Control mathscidoc:1702.27001

Journal of Optimization Theory and Applications, 2017
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[9] Accelerated first-order primal-dual proximal methods for linearly constrained composite convex programming

Yangyang Xu University of Alabama

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1703.25021

SIAM Journal on Optimization, 2017
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[10] EXTRA: An exact first-order algorithm for decentralized consensus optimization

Wei Shi USTC Qing Ling USTC Gang Wu USTC Wotao Yin UCLA

Optimization and Control mathscidoc:1701.27007

Distinguished Paper Award in 2018

SIAM Journal on Optimization, 2015
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[11] A New Primal–Dual Algorithm for Minimizing the Sum of Three Functions with a Linear Operator

Ming Yan Michigan State University

Optimization and Control mathscidoc:1804.27003

Journal of Scientific Computing, 76, 1698-1717, 2018
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[12] A globally convergent algorithm for nonconvex optimization based on block coordinate update

Yangyang Xu University of Alabama Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1703.25020

Journal of Scientific Computing, 2017
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[13] Inertial Proximal ADMM for Linearly Constrained Separable Convex Optimization

Caihua Chen Nanjing University Raymond H. Chan The Chinese University of Hong Kong Shiqian Ma The Chinese University of Hong Kong Junfeng Yang Nanjing University

Optimization and Control Convex and Discrete Geometry mathscidoc:1705.27001

Distinguished Paper Award in 2017

SIAM Journal on Imaging Sciences, 8, (4), 2239-2267, 2015
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[14] The semismooth-related properties of a merit function and a descent method for the nonlinear complementarity problem

Jein-Shan Chen

Optimization and Control mathscidoc:1910.43874

Journal of Global Optimization, 36, (4), 565-580, 2006.12
[ Download ] [ 2019-10-20 22:32:22 uploaded by Jein_Shan_Chen ] [ 915 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[15] Decentralized dynamic optimization through the alternating direction method of multipliers

Qing Ling USTC Alejandro Ribeiro UPENN

Optimization and Control mathscidoc:1701.27006

Distinguished Paper Award in 2018

IEEE Transactions on Signal Processing, 2014
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[16] DLM: Decentralized linearized alternating direction method of multipliers

Qing Ling USTC Wei Shi USTC Gang Wu USTC Alejandro Ribeiro UPENN

Optimization and Control mathscidoc:1701.27009

IEEE Transactions on Signal Processing, 2015
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[17] Scheduling under Linear Constraints

Kameng Nip Tsinghua University Zhenbo Wang Tsinghua University Zizhuo Wang University of Minnesota

Optimization and Control mathscidoc:1611.27001

European Journal of Operational Research, 253, 290-297, 2016
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[18] Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization

Junfeng Yang Nanjing University Xiaoming Yuan Hong Kong Baptist University

Optimization and Control mathscidoc:1701.27010

Mathematics of Computation, 82, (281), 301–329, 2013.1
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[19] On Recent Advance of Nonlinear Filtering Theory: Emphases on Global Approaches

Xue Luo Beihang University

Optimization and Control mathscidoc:1701.27013

Distinguished Paper Award in 2017

PureAppl. Math. Q., 10, (4), 685-721, 2014
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[20] Calculus of the Exponent of Kurdyka–Łojasiewicz Inequality and Its Applications to Linear Convergence of First-Order Methods

Guoyin Li University of New South Wales Ting Kei Pong The Hong Kong Polytechnic University

Optimization and Control mathscidoc:1903.27004

Foundations of Computational Mathematics, 18, (5), 1199–1232, 2018
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[21] On the convergence of decentralized gradient descent

Kun Yuan USTC Qing Ling USTC Wotao Yin UCLA

Optimization and Control mathscidoc:1701.27008

Distinguished Paper Award in 2017

SIAM Journal on Optimizatio, 2016
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[22] Global Convergence of ADMM in Nonconvex Nonsmooth Optimization

Yu Wang University of California, Berkeley Wotao Yin University of California, Los Angeles Jinshan Zeng Jiangxi Normal University

Optimization and Control mathscidoc:1903.27001

Journal of Scientific Computing, 78, 2019.1
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[23] General forms of finite population central limit theorems with applications to causal inference

Xinran Li Harvard University Peng Ding University of California

Optimization and Control Statistics Theory and Methods mathscidoc:1706.27001

Gold Award Paper in 2017

Journal of the American Statistical Association, 2017
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[24] A TVSCAD approach for image deblurring with impulsive noise

Guoyong Gu Nanjing University Suhong Jiang School of Accounting, Nanjing University of Finance \& Economics Junfeng Yang Nanjing University

Optimization and Control mathscidoc:1802.27003

Inverse Problems, 33, (12), 125008, 2017
[ Download ] [ 2018-02-21 16:02:56 uploaded by jfyang ] [ 772 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[25] Minimization and parameter estimation for seminorm regularization models with I -divergence constraints

T Teuber University of Kaiserslautern G Steidl University of Kaiserslautern Raymond Chan The Chinese University of Hong Kong

Optimization and Control Statistics Theory and Methods mathscidoc:1705.27003

Distinguished Paper Award in 2018

Inverse Problems, 29, (3), 2013
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[26] Fast L1–L2 Minimization via a Proximal Operator

Yifei Lou University of Texas at Dallas Ming Yan Michigan State UniversityEast Lansing

Optimization and Control mathscidoc:1804.27002

Journal of Scientific Computing, 74, (2), 767–785, 2018.2
[ Download ] [ 2018-04-09 22:26:55 uploaded by mingyan18 ] [ 762 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[27] A Nuclear-norm Model for Multi-Frame Super-Resolution Reconstruction from Video Clips

Rui Zhao The Chinese University of Hong Kong Raymond H. Chan The Chinese University of Hong Kong

Optimization and Control mathscidoc:1704.27001

[ Download ] [ 2017-04-25 17:40:49 uploaded by raydrs ] [ 754 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[28] Duopoly Game of Callable Products in Airline Revenue Management

Li, Tingting Dongbei University of Finance and Economics Xie, Jinxing Tsinghua University Lu, Shengmin Tsinghua University Tang, Jiafu Dongbei University of Finance and Economics

Optimization and Control mathscidoc:1611.27005

European Journal of Operational Research, 254, 2016
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[29] Impact of demand price elasticity on advantages of cooperative advertising in a two-tier supply chain

Zhao, Lei Tsinghua University Zhang, Jihua Tsinghua University Xie, Jinxing Tsinghua University

Optimization and Control mathscidoc:1611.27008

International Journal of Production Research, 54, (9), 2016
[ Download ] [ 2016-11-28 17:33:40 uploaded by jxie ] [ 729 downloads ] [ 0 comments ] [ Cited by 1 ] [ Abstract ] [ Full ]
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[30] Sparse regularization: convergence of iterative jumping thresholding algorithm

Jinshan Zeng Jiangxi Normal University Shaobo Lin Wenzhou University Zongben Xu Xi'an Jiaotong University

Optimization and Control mathscidoc:1701.27012

[ Download ] [ 2017-01-26 17:37:43 uploaded by JinshanZeng ] [ 720 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[31] Constrained Total Variation Deblurring Models and Fast Algorithms Based on Alternating Direction Method of Multipliers

Raymond H. Chan The Chinese University of Hong Kong Min Tao Nanjing University of Posts and Telecommunications Xiaoming Yuan Hong Kong Baptist University

Optimization and Control mathscidoc:1705.27002

Distinguished Paper Award in 2017

SIAM Journal on Imaging Sciences, 6, (1), 680-697, 2013
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[32] Block stochastic gradient iteration for convex and nonconvex optimization

Yangyang Xu University of Alabama Wotao Yin UCLA

Optimization and Control Machine Learning mathscidoc:1703.27001

SIAM Journal on Optimization, 25, (3), 1686-1716, 2015
[ Download ] [ 2017-03-14 09:23:24 uploaded by yangyangxu ] [ 698 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[33] Mathematical model of adult stem cell regeneration with cross-talk between genetic and epigenetic regulation

Jinzhi Lei Tsinghua University Simon A. Levin Princeton University Qing Nie University of California, Irvine

Optimization and Control mathscidoc:1702.27005

Distinguished Paper Award in 2018

Proc Natl Acad Sci USA, 111, E880-E887, 2014.2
[ Download ] [ 2017-02-10 16:15:31 uploaded by jzlei ] [ 694 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[34] A Two-Stage Image Segmentation Method Using a Convex Variant of the Mumford--Shah Model and Thresholding

Xiaohao Cai The Chinese University of Hong Kong Raymond Chan The Chinese University of Hong Kong Tieyong Zeng Hong Kong Baptist University

Optimization and Control mathscidoc:1705.27004

SIAM Journal on Imaging Sciences, 6, (1), 368-390, 2013
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[35] ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates

Zhimin Peng UCLA Yangyang Xu University of Alabama Ming Yan Michigan State University Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control Machine Learning mathscidoc:1703.25022

SIAM Journal on Scientific Computing, 38, (5), A2851-A2879, 2016
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[36] Coordinate-friendly structures, algorithms and applications

Zhimin Peng UCLA Tianyu Wu UCLA Yangyang Xu University of Alabama Ming Yan Michigan State University Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control Machine Learning mathscidoc:1703.25025

Annals of Mathematical Sciences and Applications, 1, (1), 57 – 119, 2016
[ Download ] [ 2017-03-14 10:03:19 uploaded by mingyan08 ] [ 643 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[37] Semidefinite Relaxations for Best Rank-1 Tensor Approximations

Jiawang Nie University of California, San Diego Li Wang University of Texas at Arlington

Optimization and Control mathscidoc:1904.25011

Distinguished Paper Award in 2019

SIAM Journal on Matrix Analysis and Applications, 35, (3), 25, 2014
[ Download ] [ 2019-04-27 03:17:42 uploaded by liwangucsd ] [ 634 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[38] Linear convergence of adaptively iterative thresholding algorithms for compressed sensing

Yu Wang Xi'an Jiaotong University Jinshan Zeng Xi'an Jiaotong University Zhimin Peng UCLA Xiangyu Chang Xi'an Jiaotong University Zongben Xu Xi'an Jiaotong University

Optimization and Control mathscidoc:1701.27011

Best Paper Award in 2018

[ Download ] [ 2017-01-26 17:34:15 uploaded by JinshanZeng ] [ 625 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[39] Phase transitions for modified Erdős–Rényi processes

Svante Janson Department of Mathematics, Uppsala University Joel Spencer Courant Institute, New York University

Optimization and Control Probability mathscidoc:1701.27004

Arkiv for Matematik, 50, (2), 305-329, 2010.5
[ Download ] [ 2017-01-08 20:36:33 uploaded by arkivadmin ] [ 618 downloads ] [ 0 comments ] [ Cited by 8 ] [ Abstract ] [ Full ]
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[40] Noise correlation bounds for uniform low degree functions

Per Austrin Department of Computer Science, University of Toronto Elchanan Mossel University of California, Berkeley, 367 Evans Hall, Berkeley, CA, U.S.A.

Combinatorics Optimization and Control mathscidoc:1701.06003

Arkiv for Matematik, 51, (1), 29-52, 2010.8
[ Download ] [ 2017-01-08 20:36:33 uploaded by arkivadmin ] [ 614 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[41] Communication-censored ADMM for decentralized consensus optimization

Yaohua Liu USTC Wei Xu USTC Gang Wu USTC Zhi Tian GMU Qing Ling SYSU

Optimization and Control mathscidoc:2004.27005

IEEE Transactions on Signal Processing, 2019
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[42] An Efficient Algorithm for Min-Max Convex Semi-Infinite Programming Problems

Liping Zhang Department of Mathematical Sciences, Tsinghua University, Beijing, China Soon-Yi Wu Department of Mathematics, National Cheng Kung University, Tainan, Taiwan

Optimization and Control mathscidoc:1612.27003

2016.6
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[43] Convergence rate analysis for averaged fixed point iterations in common fixed point problems

J.M. Borwein University of Newcastle Guoyin Li University of New South Wales M.K. Tam University of Gottingen

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1904.25004

SIAM Journal on Optimization, 27, (1), 1–33, 2017
[ Download ] [ 2019-04-17 22:48:46 uploaded by gyli ] [ 561 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[44] Global Convergence of Splitting Methods for Nonconvex Composite Optimization

Guoyin Li University of New South Wales Ting Kei Pong The Hong Kong Polytechnic University

Optimization and Control mathscidoc:1903.25003

Best Paper Award in 2019

SIAM Journal on Optimization , 25, (4), 2434-2460, 2015
[ Download ] [ 2019-03-20 16:33:38 uploaded by gyli ] [ 550 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[45] Douglas–Rachford splitting for nonconvex optimization with application to nonconvex feasibility problems

Guoyin Li University of New South Wales Tingkei Pong The Hong Kong Polytechnic University

Optimization and Control mathscidoc:1903.27005

Mathematical Programming, 159, 371–401, 2016
[ Download ] [ 2019-03-23 21:55:49 uploaded by gyli ] [ 547 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[46] Suboptimal Linear Estimation for Continuous-discrete Bilinear Systems

Xue Luo School of Mathematics and Systems Science, Beihang University, Beijing, P.R. China Xiuqiong Chen Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China

Numerical Analysis and Scientific Computing Optimization and Control Probability mathscidoc:1904.25007

Systems & Control Letters, 119, 92-100, 2018
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[47] Extended ADMM and BCD for nonseparable convex minimization models with quadratic coupling terms: convergence analysis and insights

Chen Caihua Nanjing University Li Min Nanjing University Liu Xin Chinese Academy of Sciences and University of Chinese Academy of Sciences Ye Yinyu Stanford University

Optimization and Control mathscidoc:1803.27002

Mathematical Programming, 2017.10
[ Download ] [ 2018-03-04 17:11:40 uploaded by chchen ] [ 535 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[48] Novel Suboptimal Filter via Higher Order Central Moments

Xue Luo Beihang University Yang Jiao University of Illinois at Chicago Wen-Lin Chiou Fu-Jen University Stephen S.-T. Yau Tsinghua University

Optimization and Control mathscidoc:1611.27003

IEEE Transactions on Aerospace and Electronic Systems, 52, (4), 2030-2038, 2016.8
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[49] An online convex optimization approach to proactive network resource allocation

Tianyi Chen UMN Qing Ling SYSU Georgios Giannakis UMN

Optimization and Control mathscidoc:1802.27001

IEEE Transactions on Signal Processing, 2017
[ Download ] [ 2018-02-11 09:49:48 uploaded by qinglingustc ] [ 518 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[50] Direct method for time-varying nonlinear filtering

Xiuqiong Chen Tsinghua University Xue Luo Beihang University Stephen S.-T. Yau Tsinghua University

Optimization and Control mathscidoc:1612.27001

IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS
[ Download ] [ 2016-12-05 15:41:50 uploaded by Jane_Chen ] [ 509 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[51] Meanfield games and model predictive control

Pierre Degond Imperial College London Michael Herty RWTH Aachen University, Department of Mathematics Jian-Guo Liu Duke University

Optimization and Control mathscidoc:1702.27003

Distinguished Paper Award in 2018

2017.1
[ Download ] [ 2017-02-06 14:49:52 uploaded by jianguo ] [ 508 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[52] On the linear convergence of the ADMM in decentralized consensus optimization

Wei Shi USTC Qing Ling USTC Kun Yuan USTC Gang Wu USTC Wotao Yin UCLA

Optimization and Control mathscidoc:1701.27005

IEEE Transactions on Signal Processing, 2014
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[53] One condition for solution uniqueness and robustness of both l1-synthesis and l1-analysis minimizations

Hui Zhang National University of Defense Technology Ming Yan Michigan State University Wotao Yin University of CaliforniaLos Angeles

Optimization and Control mathscidoc:1804.27001

Advances in Computational Mathematics, 42, (6), 1381–1399, 2016.12
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[54] Proper Orthogonal Decomposition Method to Nonlinear Filtering Problems in Medium-High Dimension

Zhongjian Wang Department of Mathematics, The University of Hong Kong Xue Luo School of Mathematical Sciences, Beihang University (Shahe campus) Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University Zhiwen Zhang Department of Mathematics, The University of Hong Kong

Numerical Analysis and Scientific Computing Optimization and Control Probability mathscidoc:2004.25001

[ Download ] [ 2020-04-25 09:49:04 uploaded by Stephenyau ] [ 492 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[55] The suboptimal method via probabilists' Hermite polynomials to solve nonlinear filtering problems

Xue Luo School of Mathematics and Systems Science, Beihang University, Beijing, P.R. China Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China

Numerical Analysis and Scientific Computing Optimization and Control Probability mathscidoc:1904.25006

Automatica, 94, 9-17, 2018
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[56] Convergence rate analysis for the higher order power method in best rank one approximations of tensors

Guoyin Li University of New South Wales Shenglong Hu Hangzhou Dianzi University

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1904.25003

Numerische Mathematik, 140, 993–1031, 2018
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[57] A Krylov subspace method for the large-scale second-order cone complementarity problem

Lei-Hong Zhang WEI HONG YANG CHUNGEN SHEN REN-CANG LI

Numerical Linear Algebra Optimization and Control mathscidoc:1904.26003

SIAM J. SCI. COMPUT.
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[58] Complete Real Time Solution of the General Nonlinear Filtering Problem without Memory

Xue Luo Beihang University Stephen S.-T. Yau Tsinghua University

Optimization and Control mathscidoc:1701.27015

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 58, (10), 2563-2578, 2013.10
[ Download ] [ 2017-01-29 11:14:21 uploaded by xluo ] [ 465 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[59] Computation Algorithm for Convex Semi-infinite Program with Second-Order Cones: Special Analyses for Affine and Quadratic Case

Shunsuke Hayashi Graduate School of Information Sciences, Tohoku University, Sendai 980-8579, Japan Soon-Yi Wu Department of Mathematics, National Cheng Kung University, Tainan 70101, Taiwan Liping Zhang Department of Mathematical Sciences, Tsinghua University, Beijing 100084, China

Optimization and Control mathscidoc:1612.27002

2016.8
[ Download ] [ 2016-12-08 17:20:31 uploaded by zhanglp ] [ 454 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[60] A Novel Suboptimal Method for Solving Polynomial Filtering Problems

Xue Luo Beihang University Yang Jiao University of Illinois at Chicago Wen-Lin Chiou Fu-Jen University Stephen S.-T. Yau Tsinghua University

Optimization and Control mathscidoc:1611.27002

Automatica , 62, 26-31, 2015
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[61] On the Convergence of Asynchronous Parallel Iteration with Unbounded Delays

Zhimin Peng University of California, Los Angeles Yangyang Xu Rensselaer Polytechnic Institute Ming Yan Michigan State University Wotao Yin University of California, Los Angeles

Optimization and Control mathscidoc:1903.27003

Journal of the Operations Research Society of China, 7, (1), 5-42, 2019.3
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[62] Maximization of the sum of the trace ratio on the Stiefel manifold, I: Theory

Lei-Hong Zhang Ren-Cang Li

Numerical Linear Algebra Optimization and Control mathscidoc:1904.26006

SCIENCE CHINA Mathematics, 2014
[ Download ] [ 2019-04-24 16:17:52 uploaded by longzlh ] [ 441 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[63] Real-Time Solution of Time-Varying Yau Filtering Problems via Direct Method

Xiuqiong Chen Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China Ji Shi Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China

Numerical Analysis and Scientific Computing Optimization and Control Probability mathscidoc:1904.25008

IEEE Transactions on Automatic Control, 64, (4), 1648-1654, 2019.4
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[64] Convergence analysis of alternating direction method of multipliers for a family of nonconvex problems

Mingyi Hong University of Minnesota Zhi-Quan Luo Chinese University of Hong Kong (Shenzhen)) Meisam Razaviyayn University of Southern California

Optimization and Control mathscidoc:2004.27018

Silver Award Paper in 2020

Siam Journal On Optimization, 26, (1), 2016.1
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[65] Upper tails for counting objects in randomly induced subhypergraphs and rooted random graphs

Svante Janson Department of Mathematics, Uppsala University Andrzej Ruciński Department of Discrete Mathematics, Adam Mickiewicz University

Optimization and Control Probability mathscidoc:1701.27001

Arkiv for Matematik, 49, (1), 79-96, 2009.5
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[66] Maximization of the sum of the trace ratio on the Stiefel manifold, II: Computation

Lei-Hong Zhang Ren-Cang Li

Numerical Linear Algebra Optimization and Control mathscidoc:1904.26007

SCIENCE CHINA Mathematics, 2015
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[67] On the linear convergence of the alternating direction method of multipliers

Mingyi Hong University of Minnesota Zhi-Quan Luo Chinese University of Hong Kong (Shenzhen)

Optimization and Control mathscidoc:2004.27019

Mathematical Programming, 162, 2017
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[68] Run-and-Inspect Method for Nonconvex Optimization and Global Optimality Bounds for R-Local Minimizers

Yifan Chen Yuejiao Sun University of California, Los Angeles Wotao Yin University of California, Los Angeles

Optimization and Control mathscidoc:2005.27001

Mathematical Programming, 2019
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[69] The convex and monotone functions associated with second-order cone

Jein-Shan Chen

Optimization and Control mathscidoc:1910.43876

Optimization, 55, (4), 363-385, 2006.8
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[70] Asymptotics for the size of the largest component scaled to “log$n$” in inhomogeneous random graphs

Tatyana S. Turova Centre for Mathematical Sciences, Lund University

Information Theory Optimization and Control Probability mathscidoc:1701.19001

Arkiv for Matematik, 51, (2), 371-403, 2012.1
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[71] Long and short paths in uniform random recursive dags

Luc Devroye School of Computer Science, McGill University Svante Janson Department of Mathematics, Uppsala University

Optimization and Control Probability mathscidoc:1701.27002

Arkiv for Matematik, 49, (1), 61-77, 2009.6
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[72] On Nonconvex Decentralized Gradient Descent

Jinshan Zeng Jiangxi Normal University Wotao Yin University of California, Los Angeles

Optimization and Control mathscidoc:1903.27002

IEEE Transactions on Signal Processing, 66, (11), 2018.6
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[73] An efficient matrix splitting method for the second-order cone complementarity problem

Lei-Hong Zhang WEI HONG YANG

Numerical Linear Algebra Optimization and Control mathscidoc:1904.26004

SIAM J. OPTIM., 2014
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[74] Online learning in optical tomography: a stochastic approach

Ke Chen Qin Li Jian-Guo Liu

Optimization and Control mathscidoc:1905.43013

Inverse Problems, 34, (7), 075010, 2018
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[75] Error bounds for parametric polynomial systems with applications to higher-order stability analysis and convergence rates

Guoyin Li University of New South Wales Boris Mordukhovich University of Wayne, USA T.T.A. Nghia Oakland University, USA T.S. Pham University of Dalat

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1904.25015

Mathematical Programming, 168, 313–346, 2018
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[76] Direct method for Yau filtering system with nonlinear observations

Ji Shi Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China Zhiyu Yang Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China

Numerical Analysis and Scientific Computing Optimization and Control Probability mathscidoc:1904.25005

International Journal of Control, 91, (3), 678-687, 2018
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[77] Neural networks based on three classes of NCP-functions for solving nonlinear complementarity problems

Jan Harold Alcantara Jein-Shan Chen

Optimization and Control mathscidoc:1910.43962

Neurocomputing, 2019.5
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[78] The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent

Chen Caihua Nanjing University He Bingsheng Nanjing University Ye Yinyu Stanford University Yuan Xiaoming Hong Kong Baptist University

Optimization and Control mathscidoc:1803.27001

Distinguished Paper Award in 2018

Mathematical Programming, 155, 55-79, 2016.1
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[79] A Lanczos method for large-scale extreme Lorentz eigenvalue problems

Lei-Hong Zhang CHUNGEN SHEN WEI HONG YANG JOAQUIM J. JU ́DICE

Numerical Linear Algebra Optimization and Control mathscidoc:1904.26002

SIAM J. MATRIX ANAL. APPL., 2018.4
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[80] An efficient threshold dynamics method for topology optimization for fluids

Huangxin Chen Xiamen University Haitao Leng The Hong Kong University of Science and Technology Dong Wang University of Utah Xiao-Ping Wang The Hong Kong University of Science and Technology

Optimization and Control mathscidoc:1908.27001

2018.12
[ Download ] [ 2019-08-20 10:27:02 uploaded by dwang ] [ 389 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[81] Generalized high-dimensional trace regression via nuclear norm regularization

Jianqing Fan Wenyan Gong Ziwei Zhu

Optimization and Control mathscidoc:1912.43417

Journal of Econometrics, 2019.5
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[82] A Tensor Analogy of Yuan’s Theorem of the Alternative and Polynomial Optimization with Sign structure

Shenglong Hu Tianjin University Guoyin Li University of New South Wales Liqun Qi Hong Kong Polytechnic University

Optimization and Control mathscidoc:1904.27004

Journal of Optimization Theory and Applications, 168, (2), 446–474, 2016
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[83] Low-M-Rank Tensor Completion and Robust Tensor PCA

Bo Jiang Shanghai University of Finance and Economics Shiqian Ma University of California, Davis Shuzhong Zhang University of Minnesota

Optimization and Control mathscidoc:2004.27013

IEEE Journal of Selected Topics in Signal Processing, 12, (6), 1390-1404, 2018.12
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[84] An efficient algorithm for second-order cone linear complementarity problems

Lei-Hong Zhang

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:1904.25010

MATHEMATICS OF COMPUTATION, 2014
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[85] New Classes of Finite Dimensional Filters with Non-Maximal Rank

Ji Shi Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China Xiuqiong Chen Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China Wenhui Dong Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China

Optimization and Control Probability mathscidoc:1904.27002

IEEE Control Systems Letters, 1, (2), 233-237, 2017.10
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[86] An alternative approach for a distance inequality associated with the second-order cone and the circular cone

Xin-He Miao Yen-chi Roger Lin Jein-Shan Chen

Optimization and Control mathscidoc:1910.43975

Journal of Inequalities and Applications, 2016, (1), 291, 2016.12
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[87] Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization

Xiao Wang University of Chinese Academy of Sciences Shiqian Ma University of California, Davis Donald Goldfarb Columbia University Wei Liu Tencent AI Lab

Optimization and Control mathscidoc:2004.27007

SIAM Journal on Optimization, 27, (2), 927-956, 2017.5
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[88] RSA: Byzantine-robust stochastic aggregation methods for distributed learning from heterogeneous datasets

Liping Li Wei Xu Tianyi Chen Georgios Giannakis Qing Ling

Optimization and Control mathscidoc:2004.27012

AAAI, 2019
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[89] Federated variance-reduced stochastic gradient descent with robustness to Byzantine attacks

Zhaoxian Wu SYSU Qing Ling SYSU Tianyi Chen RPI Georgios Giannakis UMN

Optimization and Control mathscidoc:2004.27009

IEEE Transactions on Signal Processing, 2020
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[90] Pric ing of Mortgage- Backed Se cu ri ties with Option- Adjusted Spread

Jian-Guo Liu University of Maryland Eugene Xu Fixed In come Re search, Credit Su isse First Bos ton

Optimization and Control mathscidoc:1702.27004

Managerial Finance, 24, (9), 94 - 109, 1998.9
[ Download ] [ 2017-02-09 12:57:11 uploaded by jianguo ] [ 351 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[91] An unconstrained smooth minimization reformulation of the second-order cone complementarity problem

Jein-Shan Chen Paul Tseng

Optimization and Control mathscidoc:1910.43870

Mathematical Programming, 104, 293-327, 2005.11
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[92] Percolation in invariant Poisson graphs with i.i.d. degrees

Maria Deijfen Department of Mathematics, Stockholm University Olle Häggström Department of Mathematics, Chalmers University of Technology Alexander E. Holroyd Microsoft Research, 1 Microsoft Way, Redmond, WA, U.S.A.

Optimization and Control Probability mathscidoc:1701.27003

Arkiv for Matematik, 50, (1), 41-58, 2010.2
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[93] Distributed Non-Convex First-Order Optimization and Information Processing: Lower Complexity Bounds and Rate Optimal Algorithms

Haoran Sun University of Minnesota Mingyi Hong University of Minnesota

Optimization and Control Machine Learning mathscidoc:2004.27017

IEEE Transactions on Signal Processing, 67, (22), 5912-5928, 2019.9
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[94] Tight Coefficients of Averaged Operators via Scaled Relative Graph

Xinmeng Huang University of Science and Technology of China Ernest K. Ryu University of California, Los Angeles Wotao Yin University of California, Los Angeles

Optimization and Control mathscidoc:2004.27016

Journal of Mathematical Analysis and Applications, 2020.5
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[95] Primal-dual optimization algorithms over Riemannian manifolds: an iteration complexity analysis

Junyu Zhang University of Minnesota Shiqian Ma University of California, Davis Shuzhong Zhang University of Minnesota

Optimization and Control mathscidoc:2004.27011

Mathematical Programming, 2019.8
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[96] Discovery of new complementarity functions for NCP and SOCCP

Peng-Fei Ma Jein-Shan Chen Chien-Hao Huang Chun-Hsu Ko

Optimization and Control mathscidoc:1910.43921

Computational and Applied Mathematics, 37, (5), 5727-5749, 2018.11
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[97] Finite dimensional estimation algebras with state dimension 3 and rank 2, I--linear structure of wong matrix

Ji Shi Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China

Optimization and Control Probability mathscidoc:1904.27003

SIAM J. Control. Optim., 55, (6), 4227-4246, 2017
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[98] A nested Lanczos method for the trust-region subproblem

Lei-Hong Zhang Shanghai University of Finance and Economics CHUNGEN SHEN

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:1904.25009

SIAM J. SCI. COMPUT., 2018.3
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[99] A damped Gauss-Newton method for the second-order cone complementarity problem

Shaohua Pan Jein-Shan Chen

Optimization and Control mathscidoc:1910.43873

Applied Mathematics and Optimization, 59, (3), 293, 2009.6
[ Download ] [ 2019-10-20 22:32:07 uploaded by Jein_Shan_Chen ] [ 325 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[100] Two classes of merit functions for the second-order cone complementarity problem

Jein-Shan Chen

Optimization and Control mathscidoc:1910.43875

Mathematical Methods of Operations Research, 64, (3), 495-519, 2006.12
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[101] On merit functions for p-order cone complementarity problem

Xin-He Miao Yu-Lin Chang Jein-Shan Chen

Optimization and Control mathscidoc:1910.43949

Computational Optimization and Applications, 67, (1), 155-173, 2017.5
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[102] Some Finite Dimensional Filters derived from the Structure Theorem for Five-dimensional Estimation Algebras

Wen-Lin Chiou Department of Mathematics, Fu-Jen University, Taipei, Taiwan Shaopu Lin Department of Mathematics, Fu-Jen University, Taipei, Taiwan Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China

Optimization and Control Probability mathscidoc:1904.27001

Asian J. Math., 19, (5), 793-810, 2015
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[103] Further relationship between second-order cone and positive semidefinite matrix cone

Jinchuan Zhou Jingyong Tang Jein-Shan Chen

Optimization and Control mathscidoc:1910.43941

Optimization, 65, (12), 2115-2133, 2016.12
[ Download ] [ 2019-10-20 22:56:26 uploaded by Jein_Shan_Chen ] [ 305 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[104] Hermite Spectral Method to 1D Forward Kolmogorov Equation and its Application to Nonlinear Filtering Problems

Xue Luo Beihang University Stephen S.-T. Yau Tsinghua University

Optimization and Control mathscidoc:1701.27014

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 58, (10), 2495-2507, 2013.10
[ Download ] [ 2017-01-29 11:09:57 uploaded by xluo ] [ 299 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[105] The novel classes of finite dimensional filters with non-maximal rank estimation algebra on state dimension four and rank of one

Wenhui Dong Department of Mathematical Sciences, Tsinghua University Xiuqiong Chen Department of Mathematical Sciences, Tsinghua University; Yau Mathematical Sciences Center, Tsinghua University Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University

Optimization and Control Probability mathscidoc:2004.27001

[ Download ] [ 2020-04-25 06:26:57 uploaded by Wenwen ] [ 297 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[106] First-order methods for constrained convex programming based on linearized augmented Lagrangian function

Yangyang Xu

Optimization and Control mathscidoc:1912.43148

arXiv preprint arXiv:1711.08020, 2017.11
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[107] Strong semismoothness of Fischer-Burmeister complementarity function associated with symmetric cone

Yu-Lin Chang Jein-Shan Chen Shaohua Pan

Optimization and Control mathscidoc:1910.43914

Preprint, 2009
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[108] A new merit function and its related properties for the second-order cone complementarity problem

Jein-Shan Chen

Optimization and Control mathscidoc:1910.43880

Pacific Journal of Optimization, 2, (1), 167-179, 2006.1
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[109] Nearly Optimal Stochastic Approximation for Online Principal Subspace Estimation

Xin Liang National Chiao Tung University Zhen-Chen Guo National Chiao Tung University Ren-Cang Li University of Texas at Arlington Wen-Wei Lin National Chiao Tung University

Optimization and Control Data Analysis, Bio-Statistics, Bio-Mathematics mathscidoc:1711.27001

2018.8
[ Download ] [ 2017-11-18 01:14:40 uploaded by jinsanliang ] [ 283 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[110] A class of interior proximal-like algorithms for convex second-order cone programming

Shaohua Pan Jein-Shan Chen

Optimization and Control mathscidoc:1910.43898

SIAM Journal on Optimization, 19, (2), 883-910, 2008.8
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[111] A note on convexity of two signomial functions

Jein-Shan Chen Chia-Hui Huang

Optimization and Control mathscidoc:1910.43957

Journal of Nonlinear and Convex Analysis, 10, (3), 429-435, 2009.1
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[112] Communication-censored distributed stochastic gradient descent

Weiyu Li USTC Tianyi Chen RPI Liping Li USTC Zhaoxian Wu SYSU Qing Ling SYSU

Optimization and Control mathscidoc:2004.27008

IEEE Transactions on Neural Networks and Learning Systems, 2020
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[113] Decentralized consensus optimization with asynchrony and delays

Tianyu Wu UCLA Kun Yuan UCLA Qing Ling SYSU Wotao Yin UCLA Ali Sayed UCLA

Optimization and Control mathscidoc:2004.27003

IEEE Transactions on Signal and Information Processing over Networks, 2018
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[114] Communication-censored linearized ADMM for decentralized consensus optimization

Weiyu Li Yaohua Liu Zhi Tian Qing Ling

Optimization and Control mathscidoc:2004.27006

IEEE Transactions on Signal and Information Processing over Networks, 2020
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[115] The price of fairness with the extended Perles-Maschler solution

Zhong, Feiming Tsinghua University Xie, Jinxing Tsinghua University Zhao, Xiaobo Tsinghua University

Optimization and Control mathscidoc:1611.27004

Math Meth Oper Res, 80, 2014
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[116] Can primal methods outperform primal-dual methods in decentralized dynamic optimization?

Kun Yuan UCLA Wei Xu USTC Qing Ling SYSU

Optimization and Control mathscidoc:2004.27010

IEEE Transactions on Signal Processing, 2020
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[117] A one-parametric class of merit functions for the second-order cone complementarity problem

Jein-Shan Chen Shaohua Pan

Optimization and Control mathscidoc:1910.43884

Computational Optimization and Applications, 45, (3), 581-606, 2010.4
[ Download ] [ 2019-10-20 22:36:46 uploaded by Jein_Shan_Chen ] [ 267 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[118] On the Lorentz cone complementarity problems in infinite-dimensional real Hilbert space

Xin-He Miao Jein-Shan Chen

Optimization and Control mathscidoc:1910.43956

Numerical functional analysis and optimization, 32, (5), 507-523, 2011.4
[ Download ] [ 2019-10-20 23:00:39 uploaded by Jein_Shan_Chen ] [ 266 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[119] Analysis of nonsmooth vector-valued functions associated with infinite-dimensional second-order cones

Ching-Yu Yang Yu-Lin Chang Jein-Shan Chen

Optimization and Control mathscidoc:1910.43919

Nonlinear Analysis: Theory, Methods & Applications, 74, (16), 5766-5783, 2011.11
[ Download ] [ 2019-10-20 22:48:08 uploaded by Jein_Shan_Chen ] [ 263 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[120] Characterizations of solution sets of cone-constrained convex programming problems

Xin-He Miao Jein-Shan Chen

Optimization and Control mathscidoc:1910.43924

Optimization Letters, 9, (7), 1433-1445, 2015.10
[ Download ] [ 2019-10-20 22:49:39 uploaded by Jein_Shan_Chen ] [ 258 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[121] Interior proximal methods and central paths for convex second-order cone programming

Shaohua Pan Jein-Shan Chen

Optimization and Control mathscidoc:1910.43920

Nonlinear Analysis: Theory, Methods & Applications, 73, (9), 3083-3100, 2010.11
[ Download ] [ 2019-10-20 22:48:29 uploaded by Jein_Shan_Chen ] [ 257 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[122] Robust group lasso: Model and recoverability

Xiaohan Wei USC Qing Ling SYSU Zhu Han UH

Optimization and Control mathscidoc:2004.27004

Linear Algebra and its Applications, 2018
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[123] Global and Local Structure Preserving Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection

Nan Zhou Yangyang Xu Hong Cheng Jun Fang Witold Pedrycz

Optimization and Control mathscidoc:1912.43145

Pattern Recognition, 53, 87-101, 2016
[ Download ] [ 2019-12-21 11:25:36 uploaded by Yangyang_Xu ] [ 251 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[124] Gradient descent with random initialization: Fast global convergence for nonconvex phase retrieval

Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma

Optimization and Control mathscidoc:1912.43334

arXiv preprint arXiv:1803.07726
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[125] Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold

Shixiang Chen Texas A&M University Shiqian Ma University of California, Davis Anthony Man-Cho So The Chinese University of Hong Kong Tong Zhang Hong Kong University of Science and Technology

Optimization and Control mathscidoc:2004.27002

SIAM Journal on Optimization, 30, (1), 210-239, 2020.1
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[126] Distributed optimization and statistical learning via the alternating direction method of multipliers

Jianqing Fan Jinchi Lv

Optimization and Control mathscidoc:1912.43419

J. Roy. Statistical Soc. Series B, 70, 849-911, 2011
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[127] An entropy-like proximal algorithm and the exponential multiplier method for convex symmetric cone programming

Jein-Shan Chen Shaohua Pan

Optimization and Control mathscidoc:1910.43916

Computational Optimization and Applications, 47, (3), 477-499, 2010.11
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[128] Simultaneous redundant via insertion and line end extension for yield optimization

Shing-Tung Yau Kuang-Yao Lee Ting-Chi Wang Cheng-Kok Koh Kai-Yuan Chao

Optimization and Control mathscidoc:1912.43614

633-638, 2011.1
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[129] Obstacle problem for von Karman equations

Shing-Tung Yau Yang Gao

Optimization and Control mathscidoc:1912.43563

Advances in Applied Mathematics, 13, (2), 123-141, 1992.6
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[130] Necessary conditions for multiobjective optimal control problems with free end-time

Bui Trong Kien Ngai-Ching Wong J-C Yao

Optimization and Control mathscidoc:1910.43682

SIAM Journal on Control and Optimization, 47, (5), 2251-2274, 2008.8
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[131] Platform modelling and scheduling game with multiple intelligent cloud-computing pools for big data

Wanyang Dai Nanjing University

Dynamical Systems Optimization and Control Probability Statistics Theory and Methods,Data Analysis mathscidoc:2104.11001

MATHEMATICAL AND COMPUTER MODELLING OF DYNAMICAL SYSTEMS, 24, (5), 506-552, 2018.9
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[132] Learn-and-adapt stochastic dual gradients for network resource allocation

Tianyi Chen UMN Qing Ling SYSU Georgios Giannakis UMN

Optimization and Control mathscidoc:1802.27002

IEEE Transactions on Control of Network Systems, 2018
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[133] Alternating proximal gradient method for sparse nonnegative Tucker decomposition

Yangyang Xu

Optimization and Control mathscidoc:1912.43146

Mathematical Programming Computation, 7, (1), 39-70, 2015
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[134] Smooth and nonsmooth analyses of vector-valued functions associated with circular cones

Yu-Lin Chang Ching-Yu Yang Jein-Shan Chen

Optimization and Control mathscidoc:1910.43895

Nonlinear Analysis: Theory, Methods & Applications, 85, 160-173, 2013.7
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[135] New fractional error bounds for polynomial systems with applications to Hölderian stability in optimization and spectral theory of tensors

Guoyin Li University of New South Wales B.S. Mordukhovich Wayne States University T.S. Pham University of Dalat

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1904.25002

Mathematical Programming, 153, (2), 333–362, 2015
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[136] Topological Data Assimilation using Wasserstein Distance

Li Long Department of Mathematics and Center of Geophysics, Harbin Institute of Technology, 150001 Harbin, People’s Republic of China Vidard Arthur Université Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, 38000 Grenoble, France Le Dimet Francois-Xavier Université Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, 38000 Grenoble, France Ma Jianwei Department of Mathematics and Center of Geophysics, Harbin Institute of Technology, 150001 Harbin, People’s Republic of China

Optimization and Control mathscidoc:2103.27001

Inverse Problems, 35, (1), 015006, 2019.1
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[137] The penalized Fischer-Burmeister SOC complementarity function

Shaohua Pan Jein-Shan Chen Sangho Kum Yongdo Lim

Optimization and Control mathscidoc:1910.43933

Computational Optimization and Applications, 49, (3), 457-491, 2011.7
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[138] Decomposition methods for computing directional stationary solutions of a class of nonsmooth nonconvex optimization problems

Jongshi Pang University of Southern California Min Tao Nanjing University

Optimization and Control mathscidoc:2103.27002

SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 28, (2), 1640–1669, 2018.5
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[139] Two classes of merit functions for infinite-dimensional second order complimentary problems

Juhe Sun Jein-Shan Chen

Optimization and Control mathscidoc:1910.43944

Numerical functional analysis and optimization, 31, (4), 387-413, 2010.6
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[140] On the existence of saddle points for nonlinear second-order cone programming problems

Jinchuan Zhou Jein-Shan Chen

Optimization and Control mathscidoc:1910.43939

Journal of Global Optimization, 62, (3), 459-480, 2015.7
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[141] On the generalized Fischer-Burmeister merit function for the second-order cone complementarity problem

Shaohua Pan Sangho Kum Yongdo Lim Jein-Shan Chen

Optimization and Control mathscidoc:1910.43901

Mathematics of Computation, 83, (287), 1143-1171, 2014
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[142] A proximal point algorithm for the monotone second-order cone complementarity problem

Jia Wu Jein-Shan Chen

Optimization and Control mathscidoc:1910.43931

Computational Optimization and Applications, 51, (3), 1037-1063, 2012.4
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[143] Growth behavior of two classes of merit functions for symmetric cone complementarity problems

SH Pan Jein-Shan Chen

Optimization and Control mathscidoc:1910.43904

Journal of Optimization Theory and Applications, 141, (1), 167-191, 2009.4
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[144] Alternating direction method of multipliers for regularized multiclass support vector machines

Yangyang Xu Ioannis Akrotirianakis Amit Chakraborty

Optimization and Control mathscidoc:1912.43156

105-117, 2015.7
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[145] Conditions for error bounds and bounded level sets of some merit functions for the second-order cone complementarity problem

Jein-Shan Chen

Optimization and Control mathscidoc:1910.43896

Journal of Optimization Theory and Applications, 135, (3), 459-473, 2007.12
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[146] A linearly convergent derivative-free descent method for the second-order cone complementarity problem

Shaohua Pan Jein-Shan Chen

Optimization and Control mathscidoc:1910.43903

Optimization, 59, (8), 1173-1197, 2010.11
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[147] Necessary conditions for multiobjective optimal control problems with state constraints

BT Kien Ngai-Ching Wong Jen-Chih Yao

Optimization and Control mathscidoc:1910.43727

Dynamics of Continuous, Discrete & Impulsive Systems, Series B: Applications & Algorithms, 19, 9, 2012
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[148] A new class of penalized NCP-functions and its properties

Jein-Shan Chen Z-H Huang C-Y She

Optimization and Control mathscidoc:1910.43894

Computational Optimization and Applications, 50, (1), 49-73, 2011.9
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[149] A semidefinite program approach for computing the maximum eigenvalue of a class of structured tensors and its applications in hypergraphs and copositivity test

Haibin Chen Qufu Normal University, Rizhao, China Yannan Chen South China normal University, China Guoyin Li University of New South Wales Liqun Qi The Hong Kong Polytechnic University,

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:2108.25005

25, (1), e2125, 2018.11
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[150] Kurdyka- Lojasiewicz exponent via inf-projection

Peiran Yu The Hong Kong Polytechnic University, Guoyin Li University of New South Wales Tingkei Pong The Hong Kong Polytechnic University,

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:2108.25006

Foundations of Computational Mathematics, 2021.7
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[151] Exact Second-Order Cone Programming Relaxations for Some Nonconvex Minimax Quadratic Optimization Problems

V. Jeyakumar University of New South Wales Guoyin Li University of New South Wales

Optimization and Control mathscidoc:2108.27001

SIAM Journal on Optimization, 28, (1), 760–787, 2018.12
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[152] A family of NCP functions and a descent method for the nonlinear complementarity problem

Jein-Shan Chen Shaohua Pan

Optimization and Control mathscidoc:1910.43872

Computational Optimization and Applications, 40, (3), 389-404, 2008.7
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[153] A note on alternating projections for ill-posed semidefinite feasibility problems

Dmitriy Drusvyatskiy University of Washington Guoyin Li University of New South Wales Henry Wolkowicz University of Waterloo

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:2108.25003

Mathematical Programming, 162, 537-548, 2017.11
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[154] Trust-region problems with linear inequality constraints: exact SDP relaxation, global optimality and robust optimization

V. Jeyakumar University of New South Wales Guoyin Li University of New South Wales

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:2108.25002

Mathematical Programming, 147, 171-206, 2014.6
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[155] Analysis of the Convergence Rate for the Cyclic Projection Algorithm Applied to Basic Semialgebraic Convex Sets

J.M. Borwein University of Newcastle Guoyin Li University of New South Wales Liangjin Yao University of Newcastle

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:2108.25001

SIAM Journal on Optimization, 24, (1), 498–527, 2014.10
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[156] A one-parametric class of merit functions for the symmetric cone complementarity problem

Shaohua Pan Jein-Shan Chen

Optimization and Control mathscidoc:1910.43879

Journal of Mathematical Analysis and Applications, 355, (1), 195-215, 2009.7
[ Download ] [ 2019-10-20 22:34:23 uploaded by Jein_Shan_Chen ] [ 118 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[157] Constructions of complementarity functions and merit functions for circular cone complementarity problem

Xin-He Miao Shengjuan Guo Nuo Qi Jein-Shan Chen

Optimization and Control mathscidoc:1910.43905

Computational Optimization and Applications, 63, (2), 495-522, 2016.3
[ Download ] [ 2019-10-20 22:42:57 uploaded by Jein_Shan_Chen ] [ 113 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[158] Symmetrization of generalized natural residual function for NCP

Yu-Lin Chang Jein-Shan Chen Ching-Yu Yang

Optimization and Control mathscidoc:1910.43908

Operations Research Letters, 43, (4), 354-358, 2015.7
[ Download ] [ 2019-10-20 22:44:12 uploaded by Jein_Shan_Chen ] [ 109 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[159] A regularization method for the second-order cone complementarity problem with the Cartesian P0-property

Shaohua Pan Jein-Shan Chen

Optimization and Control mathscidoc:1910.43882

Nonlinear Analysis: Theory, Methods & Applications, 70, (4), 1475-1491, 2009.2
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[160] An R-linearly convergent derivative-free algorithm for nonlinear complementarity problems based on the generalized FischerBurmeister merit function

Jein-Shan Chen Hung-Ta Gao Shaohua Pan

Optimization and Control mathscidoc:1910.43891

Journal of Computational and Applied Mathematics, 232, (2), 455-471, 2009.10
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[161] Stationary point conditions for the FB merit function associated with symmetric cones

Shaohua Pan Yu-Lin Chang Jein-Shan Chen

Optimization and Control mathscidoc:1910.43912

Operations Research Letters, 38, (5), 372-377, 2010.9
[ Download ] [ 2019-10-20 22:45:59 uploaded by Jein_Shan_Chen ] [ 107 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[162] A continuation approach for the capacitated multi-facility weber problem based on nonlinear SOCP reformulation

Jein-Shan Chen Shaohua Pan Chun-Hsu Ko

Optimization and Control mathscidoc:1910.43915

Journal of Global Optimization, 50, (4), 713-728, 2011.8
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[163] Proximal point algorithm for nonlinear complementarity problem based on the generalized fischer-burmeister merit function

Yu-Lin Chang Jein-Shan Chen Jia Wu

Optimization and Control mathscidoc:1910.43954

Journal of Industrial and Management Optimization, 9, (1), 153-169, 2013.1
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[164] Convergent semidefinite programming relaxations for global bilevel polynomial optimization problems

V. Jeyakumar University of New South Wales J.B. Lasserre LAAS-CNRS and Institute of Mathematics, Toulouse Guoyin Li University of New South Wales T.S. Pham University of Dalat

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:2108.25004

SIAM Journal on Optimization, 26, (1), 753–780, 2016.7
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[165] A proximal gradient descent method for the extended second-order cone linear complementarity problem

Shaohua Pan Jein-Shan Chen

Optimization and Control mathscidoc:1910.43913

Journal of Mathematical Analysis and Applications, 366, (1), 164-180, 2010.6
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[166] A descent method for a reformulation of the second-order cone complementarity problem

Jein-Shan Chen Shaohua Pan

Optimization and Control mathscidoc:1910.43888

Journal of Computational and Applied Mathematics, 213, (2), 547-558, 2008.4
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[167] Automatic constraint detection for 2D layout regularization.

H Jiang Liangliang Nan D Yan W Dong X Zhang P Wonka

Optimization and Control mathscidoc:1912.43137

IEEE Transactions on Visualization and Computer Graphics, 2015.9
[ Download ] [ 2019-12-21 11:24:44 uploaded by liangliangnan ] [ 99 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[168] Iteratively reweighted algorithms for compressive sensing

Rick Chartrand Wotao Yin

Optimization and Control mathscidoc:1912.43769

3869-3872, 2008.3
[ Download ] [ 2019-12-24 20:56:57 uploaded by Wotao_Yin ] [ 96 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[169] Alternating direction augmented Lagrangian methods for semidefinite programming

Zaiwen Wen Donald Goldfarb Wotao Yin

Optimization and Control mathscidoc:1912.43774

Mathematical Programming Computation, 2, 203-230, 2010.12
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[170] The intrinsic Toeplitz structure and its applications in algebraic Riccati equations

Zhen-Chen Guo Department of Mathematics, Nanjing University Xin Liang Yau Mathematical Sciences Center, Tsinghua University, and Yanqi Lake Beijing Insti- tute of Mathematical Sciences and Applications

Optimization and Control mathscidoc:2204.27001

[ Download ] [ 2022-04-24 22:37:10 uploaded by jinsanliang ] [ 21 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[171] Tightness and Equivalence of Semidefinite Relaxations for MIMO Detection

Ruichen Jiang Department of Electronic Engineering, Tsinghua University, Beijing 100084, China Ya-Feng Liu State Key Laboratory of Scientific and Engineering Computing, Institute of Computational Mathematics and Scientific/Engineering Computing, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, Beijing 100084, China Bo Jiang School of Mathematical Sciences, Key Laboratory for NSLSCS of Jiangsu Province, Nanjing Normal University, Nanjing 210023, China

Optimization and Control mathscidoc:2206.27002

2021.9
[ Download ] [ 2022-06-13 16:59:28 uploaded by Baocl ] [ 9 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[172] Target Identification Using Dictionary Matching of Generalized Polarization Tensors

Habib Ammari Department of Mathematics and Applications, Ecole Normale Supérieure, 45 Rue d’Ulm, 75005, Paris, France Thomas Boulier Department of Mathematics and Applications, Ecole Normale Supérieure, 45 Rue d’Ulm, 75005, Paris, France Josselin Garnier Laboratoire de Probabilités et Modèles Aléatoires & Laboratoire Jacques-Louis Lions, Université Paris VII, 75205, Paris Cedex 13, France Wenjia Jing Department of Mathematics and Applications, Ecole Normale Supérieure, 45 Rue d’Ulm, 75005, Paris, France Hyeonbae Kang Department of Mathematics, Inha University, Incheon, 402-751, Korea Han Wang Department of Mathematics and Applications, Ecole Normale Supérieure, 45 Rue d’Ulm, 75005, Paris, France

Analysis of PDEs Mathematical Physics Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:2206.03006

Foundations of Computational Mathematics, 14, 27-62, 2013.9
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[173] A Semismooth Newton based Augmented Lagrangian Method for Nonsmooth Optimization on Matrix Manifolds

Yuhao Zhou Department of Computer Science and Technology, Tsinghua University, China Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, China and Yanqi Lake Beijing Institute of Mathematical Sciences and Applications, China Chao Ding Institute of Applied Mathematics, Academy of Mathematics and System Sciences, Chinese Academy of Sciences, China Jun Zhu Department of Computer Science and Technology, Tsinghua University, China

Optimization and Control mathscidoc:2206.27001

2021.11
[ Download ] [ 2022-06-13 16:56:39 uploaded by Baocl ] [ 8 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[174] Numerical methods for mean field games based on Gaussian processes and Fourier features

Chenchen Mou Department of Mathematics, City University of Hong Kong, Hong Kong, China Xianjin Yang Yau Mathematical Sciences Center, Tsinghua University, Haidian District, Beijing, 100084, China; Beijing Institute of Mathematical Sciences and Applications, Huairou District, Beijing, 101408, China Chao Zhou Department of Mathematics and Risk Management Institute, National University of Singapore, Singapore

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:2206.25007

Journal of Computational Physics, 460, (1), 111188, 2022.7
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[175] Localization, Stability, and Resolution of Topological Derivative Based Imaging Functionals in Elasticity

Habib Ammari Department of Mathematics and Applications, Ecole Normale Sup ́erieure, 75005 Paris, France Elie Bretin Institut Camille Jordan, INSA de Lyon, Villeurbanne Cedex 69621, France Josselin Garnier Wenjia Jing Department of Mathematics and Applications, Ecole Normale Sup ́erieure, 75005 Paris, France Hyeonbae Kang Department of Mathematics, Inha University, Incheon 402-751, Korea Abdul Wahab Department of Mathematics, COMSATS Institute of Information Technology, Wah Cantt. 47040, Pakistan

Analysis of PDEs Optimization and Control mathscidoc:2206.03010

SIAM Journal on Imaging Sciences, 6, (4), 2174-2212, 2013.11
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[176] Large time average of reachable sets and Applications to Homogenization of interfaces moving with oscillatory spatio-temporal velocity

Wenjia Jing Yau Mathematical Sciences Center, Tsinghua University, No 1. Tsinghua Yuan, Beijing 100084, China Panagiotis E. Souganidis Department of Mathematics, The University of Chicago, 5734 S. University Ave., Chicago, IL 60637, USA Hung V. Tran Department of Mathematics, University of Wisconsin at Madison, 480 Lincoln Drive, Madison, WI 53706, USA

Analysis of PDEs Optimization and Control Probability mathscidoc:2206.03012

Discrete and Continuous Dynamical Systems - S, 11, (5), 915-939, 2018.10
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