Xindong Tang
Office: AP&M 1210
email: xit039@ucsd.edu
I am a fifth year Ph. D. student in Mathematics at University of California San Diego. My advisor is professor Jiawang Nie. In 2016, I got my B.S. in Mathematics at Sichuan University.
My research interests are numerical optimization, generalized Nash equilibrium problems, and their applications in data science.
"Convex Generalized Nash Equilibrium Problems and Polynomial Optimization." Joint with J. Nie. (submitted to Math. Program.) [arXiv]
"Nash Equilibrium Problems of Polynomials." arXiv preprint arXiv:2006.09490 (2020). Joint with J. Nie. (submitted to Math. Program.) [arXiv]
"The Gauss-Seidel Method for Generalized Nash Equilibrium Problems of Polynomials." Joint with J. Nie and L. Xu. Comput. Optim. Appl., (2020). https://doi.org/10.1007/s10589-020-00242-7 [paper]
"Comparative study on theoretical and machine learning methods for acquiring compressed liquid densities of 1, 1, 1, 2, 3, 3, 3-heptafluoropropane (r227ea) via song and mason equation, support vector machine, and artificial neural networks." Joint with H. Li, et al. Applied Sciences, 6.1 (2016): 25. [paper]
"Extreme learning machine: a new alternative for measuring heat collection rate and heat loss coefficient of water-in-glass evacuated tube solar water heaters." Joint with Z. Liu, H. Li, et al. SpringerPlus, 5, no. 1 (2016): 1-8. [paper]
UCSD, San Diego, CA, USA
Instructor:
MATH 4C - Pre-calculus for Sci & Engn
MATH 20B - Calculus/Science & Engineering
Teaching Assistant:
Fall 2020
Summer 2020
Spring 2020
Summer 2019
Spring 2019
Winter 2019
Fall 2018
Fall 2018
Spring 2018
Spring 2018
Winter 2018
Fall 2017
MATH 103A - Modern Algebra I
MATH 102 - Applied Linear Algebra
MATH 142B - Introduction to Analysis II
MATH 103A - Modern Algebra I
MATH 152 - Applicable Math and Computing
MATH 171A - Intro Num Optimiz/Linear Prog
MATH 245A - Convex Analysis & Optimiz I
MATH 170A - Intro Numerical Analys/Linear
MATH 171B - Intro Num Optimiz/Nonlinear
MATH 20B - Calculus/Science & Engineering
MATH 171A - Intro Num Optimiz/Linear Prog
MATH 18 - Linear Algebra
Reader:
MATH 110A - Intro/Partial Differ Equations