#### Filter Results:

- Full text PDF available (2)

#### Publication Year

2014

2017

- This year (1)
- Last 5 years (5)
- Last 10 years (5)

#### Publication Type

#### Co-author

#### Journals and Conferences

#### Key Phrases

Learn More

- Jia Kang, Yankai Cao, Daniel P. Word, Carl D. Laird
- Computers & Chemical Engineering
- 2014

- Yankai Cao, Carl D. Laird, Victor M. Zavala
- Comp. Opt. and Appl.
- 2016

We present a clustering-based preconditioning strategy for KKT systems arising in 4 stochastic programming within an interior-point framework. The key idea is to perform adap5 tive clustering of scenarios (inside-the-solver) based on their influence on the problem at hand. 6 This approach thus contrasts with existing (outside-the-solver) approaches that… (More)

- Yankai Cao, Arpan Seth, Carl D. Laird
- Computers & Chemical Engineering
- 2016

- Yankai Cao, Luis Fabián Fuentes-Cortés, Siyu Chen, Victor M. Zavala
- Computers & Chemical Engineering
- 2017

Representing the uncertainties with a set of scenarios, the optimization problem resulting from a robust nonlinear model predictive control (NMPC) strategy at each sampling instance can be viewed as a large-scale stochastic program. This paper solves these optimization problems using the parallel Schur complement method developed to solve stochastic… (More)

- ‹
- 1
- ›