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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

16 3

On the convergence of the direct extension of ADMM for three-block separable convex minimization models with one strongly convex function

- Xingju Cai, D. Han, Xiaoming Yuan
- Mathematics, Computer Science
- Comput. Optim. Appl.
- 2017

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53 2

A proximal point algorithm revisit on the alternating direction method of multipliers

- Xingju Cai, G. Gu, B. He, Xiaoming Yuan
- Mathematics
- 26 August 2013

The alternating direction method of multipliers (ADMM) is a benchmark for solving convex programming problems with separable objective functions and linear constraints. In the literature it has been… Expand

41 2- PDF

The direct extension of ADMM for three-block separable convex minimization models is convergent when one function is strongly convex

- Xingju Cai, D. Han, Xiaoming Yuan
- Mathematics
- 2014

The alternating direction method of multipliers (ADMM) is a benchmark for solving a two-block linearly constrained convex minimization model whose objective function is the sum of two functions… Expand

35 2- PDF

On the O(1/t) convergence rate of the projection and contraction methods for variational inequalities with Lipschitz continuous monotone operators

- Xingju Cai, G. Gu, B. He
- Mathematics, Computer Science
- Comput. Optim. Appl.
- 1 March 2014

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59 1- PDF

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

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11 1

Nonnegative tensor factorizations using an alternating direction method

- Xingju Cai, Y. Chen, D. Han
- Mathematics
- 15 January 2013

The nonnegative tensor (matrix) factorization finds more and more applications in various disciplines including machine learning, data mining, and blind source separation, etc. In computation, the… Expand

10 1

Generalized ADMM with optimal indefinite proximal term for linearly constrained convex optimization

- Fan Jiang, Z. Wu, Xingju Cai
- Mathematics
- 2020

We consider the generalized alternating direction method of multipliers (ADMM) for linearly constrained convex optimization. Many problems derived from practical applications have showed that usually… Expand

6 1- PDF

An ADM-based splitting method for separable convex programming

- D. Han, Xiaoming Yuan, Wenxing Zhang, Xingju Cai
- Mathematics, Computer Science
- Comput. Optim. Appl.
- 1 March 2013

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28

An improved first-order primal-dual algorithm with a new correction step

- Xingju Cai, D. Han, L. Xu
- Mathematics, Computer Science
- J. Glob. Optim.
- 1 December 2013

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