Journal: Computational Optimization and Applications

Found 579 papers in total
Mirror Prox algorithm for multi-term composite minimization and semi-separable problems
Mirror Prox algorithm for multi-term composite minimization and semi-separable problems
2015,
In the paper, we develop a composite version of Mirror Prox algorithm for solving...
An exact algorithm for the sequential ordering problem and its application to switching energy minimization in compilers
An exact algorithm for the sequential ordering problem and its application to switching energy minimization in compilers
2015,
This article presents an exact algorithm for the precedence‐constrained...
A relaxed nonmonotone adaptive trust region method for solving unconstrained optimization problems
A relaxed nonmonotone adaptive trust region method for solving unconstrained optimization problems
2015,
In this paper, we present a new relaxed nonmonotone trust region method with adaptive...
The space decomposition theory for a class of eigenvalue optimizations
The space decomposition theory for a class of eigenvalue optimizations
2014,
In this paper we study optimization problems involving eigenvalues of symmetric...
CVaR-constrained stochastic programming reformulation for stochastic nonlinear complementarity problems
CVaR-constrained stochastic programming reformulation for stochastic nonlinear complementarity problems
2014,
We reformulate a stochastic nonlinear complementarity problem as a stochastic...
Interior-point methods for nonconvex nonlinear programming: cubic regularization
Interior-point methods for nonconvex nonlinear programming: cubic regularization
2014,
In this paper, we present a primal‐dual interior‐point method for...
Proximal methods for the latent group lasso penalty
Proximal methods for the latent group lasso penalty
2014,
We consider a regularized least squares problem, with regularization by structured...
Determination of initial temperature in fast simulated annealing
Determination of initial temperature in fast simulated annealing
2014,
In this paper, we propose a method of determining the initial temperature for...
A sparsity preserving stochastic gradient methods for sparse regression
A sparsity preserving stochastic gradient methods for sparse regression
2014,
We propose a new stochastic first‐order algorithm for solving sparse regression...
Robust least square semidefinite programming with applications
Robust least square semidefinite programming with applications
2014,
In this paper, we consider a least square semidefinite programming problem under...
The generalized trust region subproblem
The generalized trust region subproblem
2014,
The interval bounded generalized trust region subproblem (GTRS) consists in minimizing...
A unified algorithm for mixed l2,p-minimizations and its application in feature selection
A unified algorithm for mixed l2,p-minimizations and its application in feature selection
2014,
Recently, matrix norm l 2 , 1 has been widely applied to feature selection in many...
Third order convergent time discretization for parabolic optimal control problems with control constraints
Third order convergent time discretization for parabolic optimal control problems with control constraints
2014,
We consider a priori error analysis for a discretization of a linear quadratic...
A generative model and a generalized trust region Newton method for noise reduction
A generative model and a generalized trust region Newton method for noise reduction
2014,
In practical applications related to, for instance, machine learning, data mining and...
A superlinearly convergent R‐regularized Newton scheme for variational models with concave sparsity‐promoting priors
A superlinearly convergent R‐regularized Newton scheme for variational models with concave sparsity‐promoting priors
2014,
A general class of variational models with concave priors is considered for obtaining...
SDDP for some interstage dependent risk‐averse problems and application to hydro‐thermal planning
SDDP for some interstage dependent risk‐averse problems and application to hydro‐thermal planning
2014,
We consider interstage dependent stochastic linear programs where both the random...
Mixed‐logit network pricing
Mixed‐logit network pricing
2014,
This paper addresses a network pricing problem where users are assigned to the paths...
A minimum effort optimal control problem for the wave equation
A minimum effort optimal control problem for the wave equation
2014,
A minimum effort optimal control problem for the undamped wave equation is considered...
A nonmonotone approximate sequence algorithm for unconstrained nonlinear optimization
A nonmonotone approximate sequence algorithm for unconstrained nonlinear optimization
2014,
A new nonmonotone algorithm is proposed and analyzed for unconstrained nonlinear...
A cutting‐plane algorithm for solving a weighted influence interdiction problem
A cutting‐plane algorithm for solving a weighted influence interdiction problem
2014,
We consider a two‐stage defender‐attacker game that takes place on a...
Implementation of a block‐decomposition algorithm for solving large‐scale conic semidefinite programming problems
Implementation of a block‐decomposition algorithm for solving large‐scale conic semidefinite programming problems
2014,
In this paper, we consider block‐decomposition first‐order methods for...
Algorithms for detecting optimal hereditary structures in graphs, with application to clique relaxations
Algorithms for detecting optimal hereditary structures in graphs, with application to clique relaxations
2013,
Given a simple undirected graph, the problem of finding a maximum subset of vertices...
A Shamanskii‐like Levenberg‐Marquardt method for nonlinear equations
A Shamanskii‐like Levenberg‐Marquardt method for nonlinear equations
2013,
In this paper, we propose a Shamanskii‐like Levenberg‐Marquardt method...
On the optimal control of the Schlögl‐model
On the optimal control of the Schlögl‐model
2013,
Optimal control problems for a class of 1D semilinear parabolic equations with cubic...
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