• Sostools

  • Referenced in 289 articles [sw00891]
  • MATLAB toolbox for formulating and solving sums of squares (SOS) optimization programs. SOSTOOLS ... used to specify and solve sum of squares polynomial problems using a very simple, flexible...
  • J-MEANS

  • Referenced in 72 articles [sw02649]
  • local search heuristic for minimum sum of squares clustering. A new local search heuristic, called ... proposed for solving the minimum sum of squares clustering problem. The neighborhood of the current...
  • levmar

  • Referenced in 64 articles [sw04809]
  • levmar : Levenberg-Marquardt nonlinear least squares algorithms in C/C++ This site provides GPL native ANSI ... function that is expressed as the sum of squares of nonlinear functions. It has become...
  • Algorithm 39

  • Referenced in 44 articles [sw20048]
  • that the overall sum of error sum of squares within those clusters becomes a minimum...
  • CMARS

  • Referenced in 28 articles [sw08523]
  • article, we use a penalized residual sum of squares for MARS as a Tikhonov regularization...
  • NCSOStools

  • Referenced in 18 articles [sw06920]
  • variables; constructing and solving sum of Hermitian squares (with commutators) programs for polynomials ... theoretical underpinning of the sum of Hermitian squares (with commutators) programs and provides a gentle...
  • NLPLIB

  • Referenced in 30 articles [sw03199]
  • least squares, boxbounded global optimization, global mixed- integer nonlinear programming, and exponential sum model fitting ... nonlinear least squares problem to approxi mate sums of exponential functions to empirical data...
  • ODRPACK

  • Referenced in 21 articles [sw00649]
  • parameters that minimize the sum of the squared weighted orthogonal distances from...
  • SOSOPT

  • Referenced in 13 articles [sw13407]
  • Matlab toolbox for formulating and solving Sum-of-Squares (SOS) polynomial optimizations. This document briefly...
  • FPINNs

  • Referenced in 27 articles [sw40570]
  • using automatic differentiation, while the sum of the mean-squared PDE-residuals and the mean...
  • FindSteinerTree

  • Referenced in 12 articles [sw08245]
  • program also can use the sum of squared branch lengths as the criterion (Squared-change...
  • SOS.m2

  • Referenced in 7 articles [sw27255]
  • SOS.m2: A Macaulay2 package for computing sum of squares decompositions of polynomials with rational coefficients ... become the standard technique for computing sum of squares (SOS) decompositions of nonnegative polynomials...
  • WeightedPortTest

  • Referenced in 13 articles [sw12429]
  • resulting statistics are weighted sums of the squares of the sample autocorrelation coefficients that, unlike...
  • REPOP

  • Referenced in 5 articles [sw41948]
  • original problem. In this direction, sum of squares methods have shown to be effective ... relative entropy relaxations. In contrast to sum of squares, this method can tackle problems involving ... convergent hierarchy which combines aspects from sum of squares and relative entropy relaxations. The proposed...
  • CONISS

  • Referenced in 5 articles [sw26011]
  • analysis by the method of incremental sum of squares. Stratigraphically constrained cluster analysis ... merging. The method of incremental sum of squares has been used widely for unconstrained analyses...
  • SumsOfSquares

  • Referenced in 3 articles [sw33287]
  • Sums of squares in Macaulay2. The Macaulay2 package SumsOfSquares decomposes polynomials as sums of squares ... based on methods to rationalize sum-of-squares decompositions due to Parrilo and Peyrl ... package features a data type for sums-of-squares polynomials, support for external semidefinite programming...
  • MCMC

  • Referenced in 8 articles [sw03488]
  • functions. These will be equal to sum-of-squares functions when using Gaussian likelihood...
  • DASSOC

  • Referenced in 8 articles [sw27806]
  • likelihood ratio and a sum of squares representing deviations of parameters from their constraints...
  • univsos

  • Referenced in 3 articles [sw28193]
  • univsos: A tool for Rational Sums of Squares Decompositions of Univariate Nonnegative Polynomials. univsos ... Maple library for computation of sums of squares (SOS) decompositions of univariate nonnegative polynomials with ... requires PARI/GP. univsos3, which relies on sums of squares approximation (via semidefinite programming) of perturbed...
  • RealCertify

  • Referenced in 7 articles [sw28191]
  • tackles this decision problem by computing sum of squares certificates of non-negativity for inputs...