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数学物理学报(A辑) 2004
A Nonlinear Conjugate Gradient Method under Exact Line Search
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Abstract:
The paper presents a nonlinear conjugate gradient method for unconstrained optimization problem, and proves its global convergence under exact line searches. The linear convergence rate is investigated when the objective function is uniformly convex. Numerical experiments show that the new algorithm is effective in practice.