
KELLEY
 Referenced in 609 articles
[sw04829]
 introduction to optimization methods for unconstrained and bound constrained minimization problems. The style ... dots{} we treat a small number of methods in depth, giving less detailed description ... chapters conclude with a demonstration of the methods discussed in the respective chapter using ... such cases the noise often introduces artificial minimizers. Gradient information, even if available, cannot expected...

fminsearch
 Referenced in 262 articles
[sw07467]
 enormously popular direct search method for multidimensional unconstrained minimization. Despite its widespread use, essentially ... prove convergence to a minimizer for dimension 1, and various limited convergence results for dimension ... NelderMead method can be proved to converge to a minimizer for a more specialized...

NBI
 Referenced in 198 articles
[sw05075]
 parameters, a property which the popular method of minimizing weighted combinations of objective functions lacks...

SPGL1
 Referenced in 173 articles
[sw08365]
 each iteration, a spectral gradientprojection method approximately minimizes a leastsquares problem with ... derivative information needed for the rootfinding method. Numerical experiments on a comprehensive...

tn
 Referenced in 135 articles
[sw05140]
 Newtontype minimization via the Lanczos method This paper discusses the use of the linear ... Lanczos method) in the solution of largescale unconstrained minimization problems. It is shown ... Lanczos characterization of the linear conjugategradient method may be exploited to define a modified...

GQTPAR
 Referenced in 317 articles
[sw07451]
 propose an algorithm for the problem of minimizing a quadratic function subject to an ellipsoidal ... algorithm in a trust region Newton’s method. In particular, we prove that under reasonable ... assumptions the sequence generated by Newton’s method has a limit point which satisfies ... second order necessary conditions for a minimizer of the objective function. Numerical results for GQTPAR...

BRENT
 Referenced in 426 articles
[sw14021]
 BRENT Algorithms for Minimization Without Derivatives. BRENT is a C library which contains algorithms ... scalar variable, by Richard Brent. The methods do not require the use of derivatives...

MNIST
 Referenced in 202 articles
[sw12859]
 pattern recognition methods on realworld data while spending minimal efforts on preprocessing and formatting...

Anderson
 Referenced in 74 articles
[sw15192]
 define a broader Anderson family of acceleration methods. In this paper, our goals ... certain sense to the generalized minimal residual (GMRES) method. We also show that the Type...

HSLVF05
 Referenced in 66 articles
[sw36311]
 region subproblem using the Lanczos method. The approximate minimization of a quadratic function within ... important subproblem for many nonlinear programming methods. When the number of variables is large...

CMRH
 Referenced in 29 articles
[sw02194]
 Hessenberg reduction algorithm. The generalized minimal residual (GMRES) methods and the quasiminimal residual...

Walksat
 Referenced in 206 articles
[sw04328]
 methods used to select which variable to flip. GSAT makes the change which minimizes...

kmeans++
 Referenced in 131 articles
[sw21622]
 means method is a widely used clustering technique that seeks to minimize the average squared...

impute
 Referenced in 99 articles
[sw14376]
 missing values. Methods for imputing missing data are needed, therefore, to minimize the effect ... applied. In this report, we investigate automated methods for estimating missing data. Results: We present...

bmrm
 Referenced in 21 articles
[sw11016]
 Regularized Risk Minimization Package. Bundle methods for minimization of convex and nonconvex risk under...

Optimization Toolbox
 Referenced in 288 articles
[sw10828]
 Toolbox™ provides functions for finding parameters that minimize or maximize objectives while satisfying constraints ... problems, perform tradeoff analyses, and incorporate optimization methods into algorithms and applications...

ve08
 Referenced in 146 articles
[sw05141]
 minimizer x *, in which case conjugate gradient and limited memory variable metric methods were found...

kappalab
 Referenced in 50 articles
[sw06086]
 programming, a maximum entropy like method based on variance minimization, a minimum distance approach...

PSwarm
 Referenced in 66 articles
[sw00742]
 equipping the overall method with the capability of finding a global minimizer. Our extensive numerical ... highly competitive with other global optimization methods based only on function values. PSwarm is extended...

alphaBB
 Referenced in 49 articles
[sw06249]
 Problems. A branch and bound global optimization method, ffBB, for general continuous optimization problems involving ... series of nonlinear convex minimization problems. The global optimization method, ffBB, is implemented...