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A new class of mixed conjugate gradient method with exact line search. (Chinese. English summary) Zbl 1413.90258

Summary: In this paper, a new mixed iterative formula of coefficient \({\beta_k}\) is proposed for large-scale unconstrained optimization problems, and a mixed conjugate gradient method with sufficient descent is proposed. By using the exact line search step rules, we prove the global convergence of the new algorithm under the appropriate assumptions.

MSC:

90C30 Nonlinear programming
65K10 Numerical optimization and variational techniques