Yaxiang Yuan, CAS Academician
Research direction:
Nonlinear optimizationRepresentative work:
R. Byrd, J. Nocedal, Ya-xiang Yuan, ``Global convergence of a class of quasi-Newton methods on convex problems'', SIAM J. Numer. Anal. 4(1987) 1171-1190. Ya-xiang Yuan, ``On a subproblem of trust region algorithms for constrained optimization'', Math. Program. 47(1990) 53-63. Y.H. Dai, Ya-xiang Yuan, ``A nonlinear conjugate gradient method with a strong global convergence property'', SIAM J. Optim. 10(1999) 177-182. Ya-xiang Yuan, ``On the truncated conjugate gradient method'', Math. Program. 87(2000) 561--573. G.N. Grapiglia and Ya-xiang Yuan, On the complexity of an augmented Lagrangian method for nonconvex optimization. IMA J. Numer. Anal. 41 (2021), no. 2, 1546-1568.
Contact information:
Office:Room 308, Lanbai Building Telephone:0086-10-62559001 Email:yyx@lsec.cc.ac.cn