Algorithm 851 论文

2006ACM Transactions on Mathematical Software引用 402
Advanced Optimization Algorithms ResearchIterative Methods for Nonlinear EquationsMatrix Theory and Algorithms

详细信息

发表期刊/会议
ACM Transactions on Mathematical Software
发表日期
2006-03-01
发表年份
2006

关键词

Advanced Optimization Algorithms ResearchIterative Methods for Nonlinear EquationsMatrix Theory and Algorithms

摘要

Recently, a new nonlinear conjugate gradient scheme was developed which satisfies the descent condition g T k d k ≤ −7/8 ‖ g k ‖ 2 and which is globally convergent whenever the line search fulfills the Wolfe conditions. This article studies the convergence behavior of the algorithm; extensive numerical tests and comparisons with other methods for large-scale unconstrained optimization are given.