Publication on Nonlinear Optimization

  1. L.-Z. Liao, H.-D. Qi and L. Qi
    Neurodynamic optimization
    J. of Global Optimization, 28 (2004), 175--195.
  2. C. Kanzow, H.-D. Qi and L. Qi
    On the minimum normal solution of linear programs
    Journal of Optimization Theory and Applications, 116 (2003), pp. 333--345.
  3. Q.-M. Han, L.-Z. Liao, H.-D. Qi and L. Qi
    Stability analysis of gradient-based neural network for optimization problems
    Journal of Global Optimization, 19 (2001), pp. 363-381.
  4. H.-D. Qi and L. Qi
    A new QP-free, globally convergent, locally superlinearly convergent algorithm for inequality constrained optimization
    SIAM Journal on Optimization, 11 (2000), pp. 113-132
  5. H.-D. Qi
    A monotone property of the projection operator onto closed convex sets
    J. Math. Res. Exposition, 18 (1998), pp. 580--582.
  6. G.-H. Liu, J.-Y. Han, H.-D. Qi and Z.-L. Xu
    Convergence analysis of a class of conjugate gradient methods without sufficient decrease condition
    Acta Math. Sci. (English Ed.), 18 (1998), pp.11-16.
  7. H.-D. Qi, J.-Y. Han and G.-H. Liu
    Modified Hestenes-Stiefel conjugate gradient methods
    Chinese Annual of Mathematics, 17 (A) (1996), pp. 277--284.