Optimization Methods and Software

Title Publication Date Language Citations
A framework for solving mixed-integer semidefinite programs2017/05/16English39
Analysis of an approximate gradient projection method with applications to the backpropagation algorithm1994/01/01English38
Robust portfolio selection based on a joint ellipsoidal uncertainty set2011/02/01English38
On solving the minimization problem and the fixed-point problem for nonexpansive mappings in CAT(0) spaces2016/09/29English38
Analysis of a level set method for topology optimization2011/10/01English38
On constrained optimization by adjoint based quasi-Newton methods2002/01/01English37
Derivation of symmetric composition constants for symmetric integrators2005/08/01English37
A new solution method for equilibrium problems2009/12/01English36
Convergence properties of backpropagation for neural nets via theory of stochastic gradient methods. Part 11994/01/01English35
Alternative parameter choices for multi-step Quasi-Newton methods1993/01/01English35
Robust support vector machines for classification and computational issues2007/02/01English35
Optimal scenario tree reduction for stochastic streamflows in power generation planning problems2010/12/01English35
An adaptive gradient sampling algorithm for non-smooth optimization2012/09/11English34
SDPNAL+: A Matlab software for semidefinite programming with bound constraints (version 1.0)2019/02/22English34
Reverse aumulation and imploicit functions1998/01/01English34
An adaptive finite-element Moreau–Yosida-based solver for a non-smooth Cahn–Hilliard problem2011/10/01English34
A surrogate-based optimization method with RBF neural network enhanced by linear interpolation and hybrid infill strategy2013/04/02English34
Dynamically generated cutting planes for mixed-integer quadratically constrained quadratic programs and their incorporation into GloMIQO 22014/05/21English34
A projected gradient algorithm for solving the maxcut SDP relaxation2001/01/01English34
Automatic differentiation and iterative processes1992/01/01English33
A variable depth search algorithm with branching search for the generalized assignment problem1998/01/01English33
On the geometry phase in model-based algorithms for derivative-free optimization2009/02/01English33
LOQO user's manual — version 3.101999/01/01English33
Learning sparse classifiers with difference of convex functions algorithms2013/08/01English33
Equilibrium problems with equilibrium constraints via multiobjective optimization2004/10/01English33
Copositive realxation for genera quadratic programming1998/01/01English33
Convergence of String-Averaging Projection Schemes for Inconsistent Convex Feasibility Problems2003/10/01English33
Inverse and implicit function theorems forH-differentiable and semismooth functions2004/10/01English33
Comparison of advanced large-scale minimization algorithms for the solution of inverse ill-posed problems2009/02/01English32
On two numerical methods for state-constrained elliptic control problems2007/12/01English32