郭峯

[1]. 2007.9- 2012.1中科院數學與系統科學研究院 | 應用數學 | 博士

[2]. 2003.9- 2007.7山東大學 | 數學與應用數學 | 學士 ^[1] 

[1]. 2012.2- 2013.7美國加州大學聖地亞哥分校 | 博士後 ^[1] 

[2].大連理工大學數學科學學院計算數學研究所副教授，碩士生導師 ^[3] 

多項式優化與半定規劃，數學機械化，符號與數值混合算法 ^[1] 

Feng Guo,Mohab Safey EI Din,Lihong Zhi.Global optimization of polynomials using generalized critical values and sums of squares,Proc. 2010 Internat. Symp. Symbolic Algebraic Comput.,2019,107-114

Sun, Xiaoxia,Guo, Feng.On moment estimates and continuity for solutions of SDEs driven by fractional Brownian motions under non-Lipschitz conditions[J],STATISTICS & PROBABILITY LETTERS,2018,132:116-124

Sun X.,Guo F..On martingale representation and logarithmic-sobolev inequality for fractional Brownian bridge measures[J],Communications on Stochastic Analysis,2017,11(1):87-98

Guo, Feng,Sun, Xiaoxia.LP relaxations for a class of linear semi-infinite programming problems[J],OPTIMIZATION,2017,66(5):657-673

Feng Guo,Lihong Zhi,Chu Wang,Mohab Safey El Din.Optimizing a parametric linear function over a noncompact real algebraic variety,In Proceedings of the 2015 International Symposium on Symbolic and Algebraic Computation,2015,205-212

Guo, Feng.On integration by parts formula and characterization of fractional Ornstein-Uhlenbeck process[J],STATISTICS & PROBABILITY LETTERS,2015,107:170-177

郭峯.Optimizing a parametric linear function over a noncompact real algebraic variety[A],2015 International Symposium on Symbolic and Algebraic Computation,2015,205-212

Guo, Feng.SEMIDEFINITE REPRESENTATIONS OF NONCOMPACT CONVEX SETS[J],SIAM JOURNAL ON OPTIMIZATION,2015,25(1):377-395

Feng Guo,Guangming Zhou,Li Wang.Minimizing rational functions by exact Jacobian SDP relaxation applicable to finite singularities,Journal of Global Optimization,2014,58:261-284

Li Wang,Feng Guo.Semidefinite relaxations for semi-infinite polynomial programming,Computational Optimization and Applications,2014,58(1):133-159 ^[2] 

中國工業與應用數學學會成員、中國數學會計算機數學專業委員會委員。 ^[3] 

多項式及代數優化相關理論和算法，以及在神經網絡驗證等人工智能系統分析等領域的應用。 ^[3] 

取得的代表性工作包括半無限多項式規劃問題半定 規劃鬆弛算法、無界可行域上多項式優化相關問題的半定規劃鬆弛方法、計算代數幾何理論及其在多項式優化問題中的應用等。已發表SCI期刊論文、EI會議論文多篇，相關成果發表在《SIAM Journal on Optimization》、《Journal of Global Optimization》,《Computational Optimization and Applications》, 《Journal of Symbolic Computation》等國際刊物以及國際符號與代數計算會議(ISSAC)上。 ^[3]