Kazan (Volga region) Federal University, KFU
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SEQUENTIAL THRESHOLD CONTROL IN DESCENT SPLITTING METHODS FOR DECOMPOSABLE OPTIMIZATION PROBLEMS
Form of presentationArticles in international journals and collections
Year of publication2015
Языканглийский
  • Konnov Igor Vasilevich, author
  • Bibliographic description in the original language Konnov I.V. Sequential threshold control in descent splitting methods for decomposable optimization problems // Optimization Methods and Software. - 2015. - V.30, No 6. - P. 1238-1254.
    Annotation We suggest a modification of the descent splitting methods for decomposable composite optimization problems, which maintains the basic convergence properties, but enables one to reduce the computational expenses per iteration and to provide computations in a distributed manner. It consists in making coordinate-wise steps together with a special threshold control.
    Keywords Composite optimization, decomposable problems, descent splitting methods, projection methods, coordinate-wise steps, threshold control.
    The name of the journal Optimization Methods and Software
    URL http://www.scopus.com/inward/record.url?eid=2-s2.0-84929018210&partnerID=40&md5=881bb88585415cfcef6789fd67e7402f
    Please use this ID to quote from or refer to the card https://repository.kpfu.ru/eng/?p_id=120053&p_lang=2

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