
BRENT
 Referenced in 432 articles
[sw14021]
 BRENT Algorithms for Minimization Without Derivatives. BRENT is a C library which contains algorithms...

GQTPAR
 Referenced in 322 articles
[sw07451]
 step We propose an algorithm for the problem of minimizing a quadratic function subject ... also consider the use of this algorithm in a trust region Newton’s method ... second order necessary conditions for a minimizer of the objective function. Numerical results for GQTPAR ... which is a Fortran implementation of our algorithm, show that GQTPAR is quite successful...

ve08
 Referenced in 148 articles
[sw05141]
 computing time by using a minimization algorithm that exploits some special structure ... clustered eigenvalues at a minimizer x *, in which case conjugate gradient and limited memory variable...

fminsearch
 Referenced in 267 articles
[sw07467]
 dimensions The NelderMead simplex algorithm, first published in 1965, is an enormously popular direct ... search method for multidimensional unconstrained minimization. Despite its widespread use, essentially no theoretical results have ... been proved explicitly for the NelderMead algorithm. This paper presents convergence properties ... NelderMead algorithm applied to strictly convex functions in dimensions 1 and 2. We prove...

MAXFLOW
 Referenced in 132 articles
[sw13223]
 Comparison of MinCut/MaxFlow Algorithms for Energy Minimization in Vision.” Yuri Boykov and Vladimir...

KELLEY
 Referenced in 628 articles
[sw04829]
 optimization methods for unconstrained and bound constrained minimization problems. The style of the book ... complete generality and confine our scope to algorithms that are easy to implement ... such cases the noise often introduces artificial minimizers. Gradient information, even if available, cannot expected ... used to demonstrate the behavior of optimization algorithms. Chapter 7 introduces implicit filtering, a technique...

AdaGrad
 Referenced in 144 articles
[sw22202]
 hindsight. We give several efficient algorithms for empirical risk minimization problems with common and important ... adaptive, subgradient algorithms...

QMRPACK
 Referenced in 78 articles
[sw00754]
 QMRPACK: A package of QMR algorithms. The quasiminimal residual (QMR) algorithm is a Krylov...

Algorithm 500
 Referenced in 69 articles
[sw05275]
 Algorithm 500: Minimization of Unconstrained Multivariate Functions...

spcov
 Referenced in 37 articles
[sw12271]
 positive definite. Implements the majorizeminimize algorithm described in Bien, J., and Tibshirani...

MIPLIB
 Referenced in 319 articles
[sw04067]
 which a linear objective function is minimized subject to linear constraints over real and integervalued ... benchmarking and testing of mip solution algorithms...

Scikit
 Referenced in 496 articles
[sw08058]
 stateoftheart machine learning algorithms for mediumscale supervised and unsupervised problems. This ... performance, documentation, and API consistency. It has minimal dependencies and is distributed under the simplified...

ROOT
 Referenced in 55 articles
[sw06817]
 analysis (multidimensional histogramming, fitting, minimization, cluster finding algorithms) and visualization tools. The user interacts...

SDBOX
 Referenced in 30 articles
[sw05137]
 globally convergent derivativefree algorithm for the minimization of a continuously differentiable function ... variables are bounded. This algorithm investigates the local behaviour of the objective function ... limit accuracy of the algorithm in the minimization of noisy functions. Finally, we report...

iPiano
 Referenced in 53 articles
[sw09623]
 this paper we study an algorithm for solving a minimization problem composed of a differentiable ... convex (possibly nondifferentiable) function. The algorithm iPiano combines forwardbackward splitting with an inertial force...

FPC_AS
 Referenced in 66 articles
[sw12218]
 propose a fast algorithm for solving the ℓ 1 regularized minimization problem ... system of linear equations Ax=b. The algorithm is divided into two stages that ... resulting subspace problem, which involves the minimization of a smaller and smooth quadratic function ... embeds this basic twostage algorithm in a continuation (homotopy) approach by assigning a decreasing...

Optimization Toolbox
 Referenced in 293 articles
[sw10828]
 Toolbox™ provides functions for finding parameters that minimize or maximize objectives while satisfying constraints ... tradeoff analyses, and incorporate optimization methods into algorithms and applications...

simannf90
 Referenced in 119 articles
[sw05059]
 Minimizing multimodal functions of continuous variables with the “simulated annealing” algorithm From authors’ summary...

UOBYQA
 Referenced in 65 articles
[sw07576]
 algorithm generates a new vector of variables either by minimizing the quadratic model subject ... adjustment of trust region radii. par The algorithm works with the Lagrange functions ... quadratic approximation of the function being minimized. It is pointed out that results are very...

DFBOX_IMPR
 Referenced in 21 articles
[sw36996]
 globally convergent derivativefree algorithm for the minimization of a continuously differentiable function ... variables are bounded. This algorithm investigates the local behaviour of the objective function ... limit accuracy of the algorithm in the minimization of noisy functions. Finally, we report...