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Publications Influence

Traffic managements for household travels in congested morning commute

- Zehui Jia, D. Z. Wang, Xingju Cai
- Engineering
- 1 July 2016

Due to the high car ownership cost or car ownership restrictions in many major cities, household travels, which include multiple trips for all the household members, become very common. One typical… Expand

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Comparison of several fast algorithms for projection onto an ellipsoid

- Zehui Jia, Xingju Cai, D. Han
- Mathematics, Computer Science
- J. Comput. Appl. Math.
- 1 August 2017

TLDR

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An efficient projection method for nonlinear inverse problems with sparsity constraints

- D. Han, Zehui Jia, Y. Song, D. Z. Wang
- Mathematics
- 1 August 2016

In this paper, we propose a modification of the accelerated projective steepest descent method for
solving nonlinear inverse problems with an $\ell_1$ constraint on the variable, which was recently… Expand

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A proximal alternating linearization method for minimizing the sum of two convex functions

- Wenxing Zhang, Xingju Cai, Zehui Jia
- Mathematics
- 12 March 2015

In this paper, we develop a novel alternating linearization method for solving convex minimization whose objective function is the sum of two separable functions. The motivation of the paper is to… Expand

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Convergence Analysis of Alternating Direction Method of Multipliers for a Class of Separable Convex Programming

- Zehui Jia, K. Guo, Xingju Cai
- Mathematics
- 24 September 2013

The purpose of this paper is extending the convergence analysis of Han and Yuan (2012) for alternating direction method of multipliers (ADMM) from the strongly convex to a more general case. Under… Expand

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Local Linear Convergence of the Alternating Direction Method of Multipliers for Nonconvex Separable Optimization Problems

- Zehui Jia, X. Gao, Xingju Cai, Deren Han
- Computer Science
- J. Optim. Theory Appl.
- 4 January 2021

TLDR

The convergence rate analysis of the symmetric ADMM for the nonconvex separable optimization problems

- Zehui Jia, X. Gao, Xingju Cai, D. Han
- Mathematics
- 2017

The symmetric alternating direction method of multipliers is an efficient algorithm, which updates the Lagrange multiplier twice at each iteration and the variables are treated in a symmetric manner.… Expand

An incremental aggregated proximal ADMM for linearly constrained nonconvex optimization with application to sparse logistic regression problems

- Zehui Jia, Jieru Huang, Zhongming Wu
- Computer Science
- J. Comput. Appl. Math.
- 2021

An inexact proximal gradient algorithm with extrapolation for a class of nonconvex nonsmooth optimization problems

- Zehui Jia, Z. Wu, Xiaomei Dong
- Mathematics
- 8 May 2019

In this paper, we propose an inexact version of proximal gradient algorithm with extrapolation for solving a class of nonconvex nonsmooth optimization problems. Specifically, the subproblem in… Expand