Optimization Methods and Software

Title Publication Date Language Citations
Lagrangian relaxation procedure for cardinality-constrained portfolio optimization2008/06/01English96
SCIP: global optimization of mixed-integer nonlinear programs in a branch-and-cut framework2017/06/14English95
Randomized heuristics for the Max-Cut problem2002/01/01English94
Exploiting integrality in the global optimization of mixed-integer nonlinear programming problems with BARON2017/07/18English90
Implementation and evaluation of SDPA 6.0 (Semidefinite Programming Algorithm 6.0)2003/08/01English88
Improving ultimate convergence of an augmented Lagrangian method2008/04/01English87
The trust region subproblem and semidefinite programming*2004/02/01English85
A finite newton method for classification2002/01/01English85
Massive data discrimination via linear support vector machines2000/01/01English85
Some Saddle-function splitting methods for convex programming1994/01/01English83
Semi-superyised support vector machines for unlabeled data classification2001/01/01English78
Cutting-set methods for robust convex optimization with pessimizing oracles2009/06/01English76
Fractional programming: The sum-of-ratios case2003/04/01English76
A multigrid approach to discretized optimization problems2000/01/01English75
Distributed optimization with arbitrary local solvers2017/02/01English74
A descent family of Dai–Liao conjugate gradient methods2013/09/09English74
Globally convergent block-coordinate techniques for unconstrained optimization1999/01/01English73
A convergence analysis of the scaling-invariant primal-dual path-following algorithms for second-order cone programming1999/01/01English72
Effect of dimensionality on the Nelder–Mead simplex method2006/02/01English72
Validation of nominations in gas network optimization: models, methods, and solutions2014/03/17English71
Convergence Properties of the Inexact Levenberg-Marquardt Method under Local Error Bound Conditions2002/01/01English70
Some equation-based methods for the nonlinear complementarity problem1994/01/01English70
New limited memory bundle method for large-scale nonsmooth optimization2004/12/01English69
Convex nondifferentiable optimization: A survey focused on the analytic center cutting plane method2002/01/01English68
A nonlinear conjugate gradient method based on the MBFGS secant condition2006/10/01English65
PSwarm: a hybrid solver for linearly constrained global derivative-free optimization2009/10/01English65
Spectral conjugate gradient methods with sufficient descent property for large-scale unconstrained optimization2008/04/01English64
A branch and bound method for stochastic integer problems under probabilistic constraints2002/01/01English62
A repository of convex quadratic programming problems1999/01/01English62
Second order cone programming relaxation of nonconvex quadratic optimization problems2001/01/01English62