Publications

Papers under Review

Inexact Sequential Quadratic Optimization for Minimizing a Stochastic Objective Function Subject to Deterministic Nonlinear Equality Constraints, Frank E. Curtis, Daniel P. Robinson, and Baoyu Zhou, arXiv 2107.03512, 2021. (Download PDF)

Journal Articles

Manifold Sampling for Optimizing Nonsmooth Nonconvex Compositions, Jeffrey Larson, Matt Menickelly, and Baoyu Zhou, SIAM Journal on Optimization, 31(4):2638-2664, 2021. (Download PDF)

Sequential Quadratic Optimization for Nonlinear Equality Constrained Stochastic Optimization, Albert S. Berahas, Frank E. Curtis, Daniel P. Robinson, and Baoyu Zhou, SIAM Journal on Optimization, 31(2):1352–1379, 2021. (Download PDF)

Limited-Memory BFGS with Displacement Aggregation, Albert S. Berahas, Frank E. Curtis, and Baoyu Zhou, Mathematical Programming, https://doi.org/10.1007/s10107-021-01621-6, 2021. (Download PDF)

A Self-Correcting Variable-Metric Algorithm Framework for Nonsmooth Optimization, Frank E. Curtis, Daniel P. Robinson, and Baoyu Zhou, IMA Journal of Numerical Analysis, 40(2):1154-1187, 2020. (Download PDF)

Dissertations

Quadratic Optimization for Nonsmooth Optimization Algorithms: Theory and Numerical Experiments, Baoyu Zhou, Master Thesis, Department of Industrial and Systems Engineering, Lehigh University, 2018. (Download PDF)

Technical Reports

Multi-Objective Cell Formation Problem Considering Mixed- Type Data of Parts, Hao Huang, Hanxin Feng, Baoyu Zhou, Ershun Pan, and Lifeng Xi, Technical Report (in Chinese). (Download PDF)