Optimization Methods and Software

Title Publication Date Language Citations
Provably near-optimal solutions for very large single-row facility layout problems2009/10/01English62
Multiterm polyhedral relaxations for nonconvex, quadratically constrained quadratic programs2009/10/01English61
Hybrid simulated annealing and direct search method for nonlinear unconstrained global optimization2002/01/01English61
On Ellipsoidal Techniques for Reachability Analysis. Part I: External Approximations2002/01/01English60
Covariance selection for nonchordal graphs via chordal embedding2008/08/01English59
Gradient projection methods for quadratic programs and applications in training support vector machines2005/04/01English59
Exceptionally regular tensors and tensor complementarity problems2016/05/04English57
Multicategory discrimination via linear programming1994/01/01English57
Level bundle methods for oracles with on-demand accuracy2014/02/14English56
Building additive utilities for multi-group hierarchical discrimination: the M.H.Dis method*2000/01/01English55
COCO: a platform for comparing continuous optimizers in a black-box setting2020/08/25English55
Inexact semismooth Newton methods for large-scale complementarity problems2004/06/01English54
Newsvendor optimization with limited distribution information2013/06/01English54
Use of quadratic models with mesh-adaptive direct search for constrained black box optimization2013/02/01English54
SDPLIB 1.2, a library of semidefinite programming test problems1999/01/01English52
On the convergence of the forward–backward splitting method with linesearches2016/08/15English52
A vector forward mode of automatic differentiation for generalized derivative evaluation2015/05/12English52
Second-order cone programming approaches to static shakedown analysis in steel plasticity2005/02/01English52
Flexible complementarity solvers for large-scale applications2006/02/01English52
On stable piecewise linearization and generalized algorithmic differentiation2013/07/16English52
An extension of the positive real lemma to descriptor systems2004/02/01English51
New reformulations for stochastic nonlinear complementarity problems2006/08/01English50
Serial and parallel backpropagation convergence via nonmonotone perturbed minimization1994/01/01English49
A BFGS-SQP method for nonsmooth, nonconvex, constrained optimization and its evaluation using relative minimization profiles2016/07/20English48
A new class of distributed optimization algorithms: application to regression of distributed data2012/02/01English47
A trust region method for conic model to solve unconstraind optimizaions∗1996/01/01English47
Efficient numerical solution of parabolic optimization problems by finite element methods2007/10/01English47
Intensity modulated radiotherapy treatment planning by use of a barrier-penalty multiplier method2007/06/01English46
A DC piecewise affine model and a bundling technique in nonconvex nonsmooth minimization2004/02/01English46
Error estimates for linear-quadratic control problems with control constraints2006/02/01English46