English, Article edition: GLOBAL CONVERGENCE OF A SPECIAL CASE OF THE DAIâYUAN FAMILY WITHOUT LINE SEARCH HUI ZHU; XIONGDA CHEN

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Physical Description
  • article
Language
  • English

Edition details

Title
  • GLOBAL CONVERGENCE OF A SPECIAL CASE OF THE DAIâYUAN FAMILY WITHOUT LINE SEARCH
Author
  • HUI ZHU
  • XIONGDA CHEN
Physical Description
  • article
Notes
  • Conjugate gradient methods are efficient to minimize differentiable objective functions in large dimension spaces. Recently, Dai and Yuan introduced a tree-parameter family of nonlinear conjugate gradient methods and show their convergence. However, line search strategies usually bring computational burden. To overcome this problem, in this paper, we study the global convergence of a special case of three-parameter family(the CD-DY family) in which the line search procedures are replaced by fixed formulae of stepsize.
  • Unconstrained optimization, conjugate gradient methods, global convergence
  • RePEc:wsi:apjorx:v:25:y:2008:i:03:p:411-420
Language
  • English
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