Optimization Methods and Software

Title Publication Date Language Citations
Using SeDuMi 1.02, A Matlab toolbox for optimization over symmetric cones1999/01/01English3,370
AD Model Builder: using automatic differentiation for statistical inference of highly parameterized complex nonlinear models2012/04/01English1,375
SDPT3 — A Matlab software package for semidefinite programming, Version 1.31999/01/01English944
The path solver: a nommonotone stabilization scheme for mixed complementarity problems1995/01/01English386
Branching and bounds tighteningtechniques for non-convex MINLP2009/10/01English341
Robust linear programming discrimination of two linearly inseparable sets1992/01/01English301
GloptiPoly 3: moments, optimization and semidefinite programming2009/10/01English267
Strong convergence of subgradient extragradient methods for the variational inequality problem in Hilbert space2011/10/01English251
CSDP, A C library for semidefinite programming1999/01/01English236
Mcplib: a collection of nonlinear mixed complementarity problems1995/01/01English182
Achieving logarithmic growth of temporal and spatial complexity in reverse automatic differentiation1992/01/01English167
PENNON: A code for convex nonlinear and semidefinite programming2003/06/01English159
Semidefinite relaxation and nonconvex quadratic optimization1998/01/01English157
Augmented Lagrangian alternating direction method for matrix separation based on low-rank factorization2012/07/13English152
LOQO:an interior point code for quadratic programming1999/01/01English152
Generalizations of the trust region problem1993/01/01English150
Minimax analysis of stochastic problems2002/01/01English131
Automatic robust convex programming2012/02/01English126
Solving mathematical programs with complementarity constraints as nonlinear programs2004/02/01English126
Nonmonotone Spectral Methods for Large-Scale Nonlinear Systems2003/10/01English124
Some descent three-term conjugate gradient methods and their global convergence2007/08/01English120
Implementation of interior point methods for mixed semidefinite and second order cone optimization problems2002/01/01English117
Some properties of regularization and penalization schemes for MPECs2004/10/01English115
The global solver in the LINDO API2009/10/01English113
Solving multi-leader–common-follower games2010/08/01English111
A derivative-free line search and global convergence of Broyden-like method for nonlinear equations2000/01/01English109
Numerical methods for optimal control problems in design of robust optimal experiments for nonlinear dynamic processes2004/06/01English105
Solving large-scale linear programs by interior-point methods under the Matlab∗Environment†1998/01/01English104
Survey of Bundle Methods for Nonsmooth Optimization2002/01/01English102
Regularized symmetric indefinite systems in interior point methods for linear and quadratic optimization1999/01/01English101