• KELLEY

  • Referenced in 493 articles [sw04829]
  • considered. Chapter 3 is devoted to line-search and trust-region methods, which are used...
  • CONOPT

  • Referenced in 117 articles [sw02791]
  • code: basis factorizations, search directions, line-searches, and Newton iterations. The paper contains performance statistics...
  • CFSQP

  • Referenced in 54 articles [sw04658]
  • linear constraints has been reached (monotone line search), or requiring a decrease within at most ... four iterations (nonmonotone line search). He/She must provide functions that define the objective functions ... iterates. In the first one (monotone line search), a certain Armijo type arc search ... means of a ”nonmonotone” search along a straight line. The merit function used in both...
  • CG_DESCENT

  • Referenced in 61 articles [sw04813]
  • which is globally convergent whenever the line search fulfills the Wolfe conditions. This article studies...
  • SPG

  • Referenced in 59 articles [sw00897]
  • choice of steplength and a nonmonotone line-search strategy. The user provides objective function...
  • SCALCG

  • Referenced in 54 articles [sw08453]
  • equation and on the inexact Wolfe line search conditions. The best spectral conjugate gradient algorithm...
  • NLPQLP

  • Referenced in 29 articles [sw04073]
  • Programming with Non-Monotone and Distributed Line Search. NLPQLP is a special implementation ... along the search direction. The parallel line search is performed with respect to an augmented ... merit function. Moreover, a non-monotone line search is performed in error situations where ... line search cannot be stopped within a given number of iterations. All theoretical convergence properties...
  • CONLIN

  • Referenced in 37 articles [sw14151]
  • fact be singular), and no line search process is necessary. An important advantage...
  • TENSOLVE

  • Referenced in 24 articles [sw00956]
  • provides two different global strategies: a line search approach and a two-dimensional trust region...
  • SNLSDP

  • Referenced in 23 articles [sw05127]
  • gradient descent method with backtracking line search to solve the smooth unconstrained problem (2). This...
  • Tensorlab

  • Referenced in 13 articles [sw14255]
  • functions: both real and complex exact line search (LS) and real exact plane search...
  • NeNMF

  • Referenced in 9 articles [sw17586]
  • method performed on a smartly chosen search point, where the step size is determined ... does not use the time consuming line search and converges optimally at rate in optimizing...
  • PicToSeek

  • Referenced in 36 articles [sw14897]
  • PicToSeek system on-line at http://www.wins.uva.nl/research/isis/PicToSeek/ for searching images on the World Wide...
  • minFunc

  • Referenced in 6 articles [sw12928]
  • differentiable real-valued multivariate functions using line-search methods. It uses an interface very similar ... several thousand variables), and uses a line search that is robust to several common function...
  • GOP

  • Referenced in 5 articles [sw17432]
  • multi-layer line search method to improve the initialization of optimization algorithms. We introduce ... optimization problem for a multi-layer line search method. The approach is presented and implemented...
  • QPBOX

  • Referenced in 6 articles [sw04799]
  • solved by Newton iteration with line search. The paper describes the algorithm and its implementation...
  • Poblano

  • Referenced in 6 articles [sw04186]
  • gradient is approximately zero. A line search satisfying the strong Wolfe conditions is used...
  • HANSO

  • Referenced in 5 articles [sw05271]
  • sampling methods, based on weak Wolfe line search...
  • NESVM

  • Referenced in 5 articles [sw08753]
  • optimal gradient method without any line search is adopted to solve the optimization. In each...