
Tabu search
 Referenced in 1067 articles
[sw08556]
 method. One of the useful aspects of tabu search is the ability to adapt ... constraints and objective functions. Similarly, the method itself can be evolved to varying levels...

Adam
 Referenced in 737 articles
[sw22205]
 Adam: A Method for Stochastic Optimization. We introduce Adam, an algorithm for firstorder gradient ... functions, based on adaptive estimates of lowerorder moments. The method is straightforward to implement...

AdaGrad
 Referenced in 157 articles
[sw22202]
 ADAGRAD: adaptive gradient algorithm; Adaptive subgradient methods for online learning and stochastic optimization. We present ... family of subgradient methods that dynamically incorporate knowledge of the geometry of the data observed ... more informative gradientbased learning. Metaphorically, the adaptation allows us to find needles in haystacks ... theoretical analysis and show that adaptive subgradient methods outperform state...

simannf90
 Referenced in 119 articles
[sw05059]
 essentially an iterative random search procedure with adaptive moves along the coordinate directions. It permits ... first local minima encountered. The new method proved to be more reliable than ... others (the NelderMead method and the adaptive random search method of the reviewer), being...

iFEM
 Referenced in 168 articles
[sw07766]
 iFEM: an innovative finite element methods package in MATLAB. Sparse matrixlization, an innovative programming style ... efﬁcient software package, iFEM, on adaptive ﬁnite element methods. In this novel coding style...

CMAES
 Referenced in 120 articles
[sw05063]
 Covariance Matrix Adaptation Evolution Strategy. Evolution strategies (ES) are stochastic, derivativefree methods for numerical ... covariance matrix. The covariance matrix adaptation (CMA) is a method to update the covariance matrix ... function f is illconditioned. Adaptation of the covariance matrix amounts to learning a second ... inverse Hessian matrix in the QuasiNewton method in classical optimization. In contrast to most...

FEniCS
 Referenced in 806 articles
[sw04314]
 solution of differential equations by finite element methods. FEniCS has an extensive list of features ... variational problems, automated error control and adaptivity, a comprehensive library of finite elements, high performance...

NewtonLib
 Referenced in 298 articles
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 Deuflhards Book ”Newton Methods for Nonlinear Problems  Affine Invariance and Adaptive Algorithms”. This monograph presents...

SIMPLIcity
 Referenced in 87 articles
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 image retrieval system, which uses semantics classification methods, a waveletbased approach for feature extraction ... categorization enhances retrieval by permitting semanticallyadaptive searching methods and narrowing down the searching range...

ADADELTA
 Referenced in 57 articles
[sw39429]
 ADADELTA: An Adaptive Learning Rate Method. We present a novel perdimension learning rate method ... gradient descent called ADADELTA. The method dynamically adapts over time using only first order information ... overhead beyond vanilla stochastic gradient descent. The method requires no manual tuning of a learning...

bootlib
 Referenced in 426 articles
[sw40642]
 three subsequent chapters deal with resampling methods appropriate for linear regression models, generalized linear models ... techniques such as balanced simulation can be adapted to yield improved simulations. Chapter 10 describes ... underlying which are closely related to resampling methods. Chapter 11 gives a short introduction...

ALEA
 Referenced in 55 articles
[sw10167]
 chaos (gpc) methods; stochastic Galerkin FEM; adaptive numerical methods; tensor methods for UQ. Most...

ALBERT
 Referenced in 82 articles
[sw00025]
 scientific computations and applications. Adaptive finite element methods (FEMs) are a modern, widely used tool ... describe the basic ideas and ingredients of adaptive FEM and the implementation of our toolbox...

Proteus
 Referenced in 106 articles
[sw41563]
 direct forcing method and the lattice Boltzmann method. Adding a forcing term in the momentum ... relaxation parameters in the adaptiveforcing scheme. The method presents a significant improvement over...

DIMACS
 Referenced in 571 articles
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 test problem instances, instance generators, and other methods of testing and comparing performance of algorithms ... edge implementations of algorithms for others to adapt. The information on challenges includes pointers...

SYMMGRP.MAX
 Referenced in 71 articles
[sw10756]
 equations is based on an adaptation of the method. This procedure is translated into...

ABLE
 Referenced in 33 articles
[sw12726]
 ABLE: An Adaptive Block Lanczos Method for NonHermitian Eigenvalue Problems. This work presents ... adaptive block Lanczos method for largescale nonHermitian Eigenvalue problems (henceforth the ABLE method ... ABLE method is a block version of the nonHermitian Lanczos algorithm. There are three ... innovations. First, an adaptive blocksize scheme cures (near) breakdown and adapts the blocksize...

Adaptative L1 TE and Predictive
 Referenced in 19 articles
[sw32154]
 notebook corresponding to this method is Adaptative L1 TE and Predictive.nb: Fast, accurate and robust ... adaptive finite difference methods for fractional diffusion equations. The computation time required by standard finite ... these difficulties is by resorting to adaptive numerical methods where the size of the timesteps ... every timestep. Here we discuss two adaptive methods based on the stepdoubling technique. These...

GEOCLAW
 Referenced in 42 articles
[sw08626]
 Adaptive finite volume methods with wellbalanced Riemann solvers for modeling floods in rugged terrain ... highresolution finite volume methods and blockstructured dynamic adaptive mesh refinement (AMR), is described ... allows the use of accurate and stable methods developed for solving general hyperbolic problems...

BoneRoute
 Referenced in 36 articles
[sw04644]
 BoneRoute: An adaptive memorybased method for effective fleet management This paper presents an adaptive...