University of Southern California
About USC College
USC USC College Math dept Qingshuo Song
Qingshuo Song
Assistant Professor (NTT)

Contact Information
Office: DRB 334
Phone: (213)821-1892
E-mail: qingshus@usc.edu

 
Research Interests
Stochastic analysis and probability, numerical analysis, mathematical finance. I am particularly interested in numerical methods on stochastic systems and viscosity solutions for Bellman equations (HJB), Isaac's equations (HJI), and Quasi-variational Inequalities (QVI) arising in portfolio optimization problems and differential games.
 
Selected Publications
Q.S. Song, G. Yin, and Z. Zhang, Numerical solutions for stochastic differential games with regime switching,   IEEE Transactions on Automatic Control , Vol 53, No. 3, (2008), doi: 10.1109/TAC.2007.915169.
Q.S. Song, The wellposedness of the system of variational inequalities,     Proceedings of 18th International Symposium on MTNS, Virginia Tech , (2008).
G. Yin, Q.S. Song, and H. Yang, Stochastic Optimization Algorithms for Barrier Dividend Strategies,     J. of Computational and Applied Mathematics , (2008), doi: 10.1016/j.cam.2008 .01.007.
Q.S. Song, Convergence of Markov Chain Approximation on Generalized HJB Equation and its Applications,   Automatica J. IFAC , (2007), doi: 10.1016/j.automatica.2007.07.014.
C. Zhu, G. Yin, Q. S. Song, Stability of Random-Switching Systems of Differential Equations,   Quart. Appl. Math. , (2007), Accepted.
Q.S. Song, G. Yin, and Z. Zhang, An $\epsilon$-uniform finite element method for singularly perturbed boundary value problems,   International Journal of Numerical Analysis & Modeling 4-1 (2007), 128-142.
Q.S. Song, G. Yin, and Z. Zhang, Numerical Solutions of Stochastic Control Problems for Regime-switching Systems,   Dyn. Contin. Discrete Impuls. Syst. Ser. A Math. Anal. , Vol 13B (2006), pp.385--398..
Q.S. Song, G. Yin, and Z. Zhang, Numerical Methods for Controlled Regime-switching Diffusions and Regime-switching Jump Diffusions   Automatica J. IFAC, Vol 42 (2006), no. 7, pp. 1147--1157, doi: 10.1016/j.automatica.2006.03.016.
Q.S. Song, G. Yin, Existence of Saddle Points in Discrete Markov Games and Its Application in Numerical Methods for Stochastic Differential Games   Proceedings of 45th IEEE Conference on Decision and Control , (2006) pp. 6325-6330.
G. Yin, Q.S. Song, and Z. Zhang, Numerical solutions for jump-diffusions with regime switching   Stochastics, Vol. 77, No. 1, (2005), 61-79, doi:10.1080/17442500512331341068.
 
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