
ARPACK
 Referenced in 718 articles
[sw04218]
 operations. This software is based upon an algorithmic variant of the Arnoldi process called...

AdaBoost.MH
 Referenced in 392 articles
[sw08517]
 problems. We show how the resulting learning algorithm can be applied to a variety ... update technique to derive a new boosting algorithm. This boosting algorithm does not require ... about the performance of the weak learning algorithm. We also study generalizations ... boosting algorithm to the problem of learning functions whose range, rather than being binary...

JDQR
 Referenced in 438 articles
[sw04021]
 Matlab® implementation of the JDQR algorithm. The JDQR algorithm can be used for computing ... complex, Hermitian or nonHermitian, .... The algorithm is effective especially in case A is sparse...

mftoolbox
 Referenced in 369 articles
[sw23743]
 contains implementations of many of the algorithms described in the book. The book ... intended to facilitate understanding of the algorithms through MATLAB experiments, to be useful for research ... plain vanilla” versions; they contain the core algorithmic aspects with a minimum of inessential code ... progress of an iteration. For the iterative algorithms a convergence tolerance is hardcoded...

minpack
 Referenced in 632 articles
[sw05310]
 raised in the first part by discussing algorithms for unconstrained optimization. Because the discussion...

Simulink
 Referenced in 615 articles
[sw04348]
 range of tools that let you develop algorithms, analyze and visualize simulations, create batch processing...

Knapsack
 Referenced in 422 articles
[sw04723]
 respect to relaxations, bounds, reductions and other algorithmic techniques for the exact solution. Computational results ... actual performance of the most effective algorithms published...

CGAL
 Referenced in 300 articles
[sw00118]
 easy access to efficient and reliable geometric algorithms in the form of a C++ library ... using CGAL web page. The Computational Geometry Algorithms Library (CGAL), offers data structures and algorithms ... ridges and umbilics), alpha shapes, convex hull algorithms (in 2D, 3D and dD), search structures ... data structures. All these data structures and algorithms operate on geometric objects like points...

Chaff
 Referenced in 539 articles
[sw06916]
 variants of the DavisPutnam (DP) search algorithm. In this paper we describe the development...

SPEA2
 Referenced in 381 articles
[sw06686]
 SPEA2  The Strength Pareto Evolutionary Algorithm 2: SPEA2 in an elitist multiobjective evolutionary algorithm...

SDPT3
 Referenced in 522 articles
[sw04009]
 improve the efficiency and stability of the algorithm are incorporated. For example, steplengths associated...

SparseMatrix
 Referenced in 516 articles
[sw04629]
 development and performance evaluation of sparse matrix algorithms. It allows for robust and repeatable experiments...

SIFT
 Referenced in 512 articles
[sw16554]
 known objects using a fast nearestneighbor algorithm, followed by a Hough transform to identify...

BRENT
 Referenced in 352 articles
[sw14021]
 BRENT Algorithms for Minimization Without Derivatives. BRENT is a C library which contains algorithms...

GQTPAR
 Referenced in 282 articles
[sw07451]
 trust region step We propose an algorithm for the problem of minimizing a quadratic function ... ellipsoidal constraint and show that this algorithm is guaranteed to produce a nearly optimal solution ... also consider the use of this algorithm in a trust region Newton’s method ... which is a Fortran implementation of our algorithm, show that GQTPAR is quite successful...

LSQR
 Referenced in 303 articles
[sw00530]
 Algorithm 583: LSQR: Sparse Linear Equations and Least Squares Problems. An iterative method is given ... comparing LSQR with several other conjugategradient algorithms, indicating that LSQR is the most reliable ... algorithm when A is illconditioned...

LINPACK
 Referenced in 459 articles
[sw04209]
 leastsquares problems. LINPACK uses columnoriented algorithms to increase efficiency by preserving locality...

SVMlight
 Referenced in 240 articles
[sw04076]
 learning a ranking function. The optimization algorithms used in SVMlight are described in [Joachims, 2002a ... Joachims, 1999a]. The algorithm has scalable memory requirements and can handle problems with many thousands ... 2002a]. New in this version is an algorithm for learning ranking functions [Joachims, 2002c ... recommender systems. Futhermore, this version includes an algorithm for training largescale transductive SVMs...

glasso
 Referenced in 247 articles
[sw07432]
 alternatives. The graphical lasso [5] is an algorithm for learning the structure in an undirected ... explain this behavior, and propose new algorithms that appear to outperform glasso. By studying ... precision matrix Θ. We propose similar primal algorithms pglasso and dpglasso, that also ... optimization target. We study all of these algorithms, and in particular different approaches to solving...

ALGOL 60
 Referenced in 419 articles
[sw21807]
 ALGOL 60 (short for Algorithmic Language 1960) is a member of the ALGOL family...