Optimization Methods and Softwarepublishes refereed papers on the latest developments in the theory and realization of optimization methods, with particular emphasis on the interface between software development and algorithm design.Topics include:Theory, implementation and performance evaluation of algorithms and computer codes for linear, nonlinear, discrete, stochastic optimization and optimal control. This includes in particular conic, semi-definite, mixed integer, network, non-smooth, multi-objective and global optimization by deterministic or nondeterministic algorithms.Algorithms and software for complementarity, variational inequalities and equilibrium problems, and also for solving inverse problems, systems of nonlinear equations and the numerical study of parameter dependent operators.Various aspects of efficient and user-friendly implementations: e.g. automatic differentiation, massively parallel optimization, distributed computing, on-line algorithms, error sensitivity and validity analysis, problem scaling, stopping criteria and symbolic numeric interfaces.Theoretical studies with clear potential for applications and successful applications of specially adapted optimization methods and software to fields like engineering, machine learning, data mining, economics, finance, biology, or medicine. These submissions should not consist solely of the straightforward use of standard optimization techniques.
最优化方法和软件出版关于最优化方法的理论和实现的最新发展的参考论文，特别强调软件开发和算法设计之间的接口。主题包括：线性、非线性、离散、随机最优化和最优控制的算法和计算机代码的理论、实现和性能评估。这包括特别是圆锥曲线，半定，混合整数，网络，非光滑，多目标和全局优化的确定性或非确定性算法。算法和软件的互补性，变分不等式和平衡问题，也为解决反问题，系统的非线性方程和数值研究的参数相关的算子。各方面的有效和用户友好的实施：例如自动微分、大规模并行优化、分布式计算、联机算法、误差敏感性和有效性分析、问题规模、停止准则和符号数值接口。在工程、机器学习、数据挖掘、经济学、金融学、生物学或医学等领域具有明显应用潜力和成功应用专门优化方法和软件的理论研究。这些提交不应仅包括标准优化技术的直接使用。
Optimal price zones of electricity markets: a mixed-integer multilevel model and global solution approaches
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1401069
Complexity of first-order inexact Lagrangian and penalty methods for conic convex programming
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1380642
A generic online acceleration scheme for optimization algorithms via relaxation and inertia
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1396601
Complexity of gradient descent for multiobjective optimization
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1510928
FOM – a MATLAB toolbox of first-order methods for solving convex optimization problems
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1437159
Mathematical programs with equilibrium constraints: a sequential optimality condition, new constraint qualifications and algorithmic consequences
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2019.1702661
A modified Hestenes–Stiefel conjugate gradient method with an optimal property
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1457150
SPECTRA – a Maple library for solving linear matrix inequalities in exact arithmetic
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1341505
Nonlinear iterative methods for solving the split common null point problem in Banach spaces
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1472257
A non-intrusive parallel-in-time approach for simultaneous optimization with unsteady PDEs
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1504050
A limited-memory quasi-Newton algorithm for bound-constrained non-smooth optimization
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1378652
Split common fixed point and null point problems for demicontractive operators in Hilbert spaces
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1359265
A semidefinite method for tensor complementarity problems
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1439489
On inexact solution of auxiliary problems in tensor methods for convex optimization
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2020.1731749
Stochastic proximal quasi-Newton methods for non-convex composite optimization
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1471141
A strong convergence theorem for monotone inclusion and minimization problems in complete CAT(0) spaces
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1472259
A matrix-free line-search algorithm for nonconvex optimization
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1332618
Global solution of non-convex quadratically constrained quadratic programs
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1350675
A multiple-control system for nonlinear discrete object under uncertainty
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1472258
A universal modification of the linear coupling method
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1517158
A globally convergent BFGS method for pseudo-monotone variational inequality problems
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1332619
Splitting methods for the Eigenvalue Complementarity Problem
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1479408
A pattern search and implicit filtering algorithm for solving linearly constrained minimization problems with noisy objective functions
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1464570
An adaptive nonmonotone trust region algorithm
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1364738
Newton projection with proportioning using iterative linear algebra for model predictive control with long prediction horizon
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2019.1571588
Longest (s, t)-paths in L-shaped grid graphs
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1460665
A linear optimization-based method for data privacy in statistical tabular data
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1332620
Rapid infeasibility detection in a mixed logarithmic barrier-augmented Lagrangian method for nonlinear optimization
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1528250
A quasi-Newton modified LP-Newton method
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1384955
Anchor points in multiobjective optimization: definition, characterization and detection
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1472260
A new branch-and-bound algorithm for standard quadratic programming problems
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1341504
On the elimination of inessential points in the smallest enclosing ball problem
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1359266
Optimization and management in manufacturing engineering: resource collaborative optimization and management through the internet of things
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1527332
Prox-regularization of the dual method of centers for generalized fractional programs
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1392520
Portfolio selection with the effect of systematic risk diversification: formulation and accelerated gradient algorithm
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1414815
An alternating minimization method for robust principal component analysis
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1496086
Clustering methods for large scale geometrical global optimization
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2019.1582651
Optimal algorithms for selective variants of the classical and inverse median location problems on trees
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1482296
A fast conjugate gradient algorithm with active set prediction for ℓ1 optimization
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1496433
An efficient adaptive three-term extension of the Hestenes–Stiefel conjugate gradient method
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1418870
A polynomial approximation-based approach for chance-constrained optimization
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1364737
Two stochastic optimization algorithms for convex optimization with fixed point constraints
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1425860
Computational networks and systems – homogenization of variational problems on micro-architectured networks and devices
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1425859
Using a spectral scaling structured BFGS method for constrained nonlinear least squares
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1385073
Quadratic convergence to the optimal solution of second-order conic optimization without strict complementarity
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1528249
Improved algorithms for dynamic lot sizing problems with incremental discount
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2017.1368508
String-averaging incremental stochastic subgradient algorithms
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1496432
Non-smooth DC-constrained optimization: constraint qualification and minimizing methodologies
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2019.1595619
Parallel algorithm portfolios with performance forecasting
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1484123
A long-step feasible predictor–corrector interior-point algorithm for symmetric cone optimization
来源期刊：Optimization Methods and SoftwareDOI：10.1080/10556788.2018.1528248
