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A NONMONOTONE CONJUGATE GRADIENTALGORITHM FOR UNCONSTRAINEDOPTIMIZATION
Pages: 139-145
Year: Issue:  2
Journal: Journal of Systems Science and Complexity

Keyword:  GetLinkList(KeywordFilter('Unconstrained optimization conjugate gradient nonmonotone line searchglobal convergence.')'kw''CJFQ');
Abstract: Abstract. Conjugate gradient methods are very important methods for unconstrainedoptimization, especially for large scale problems. In this paper, we propose a new conjugategradient method, in which the technique of nonmonotone line search is used. Under mildassumptions, we prove the global convergence of the method. Some numerical results arealso presented.
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