摘 要:
给出修正的HS公式,并且将其应用到无约束优化中,得到一类新的共轭梯度(型)算法,新的公式不需要任何线搜索可以保持充分下降性.此外,证明了算法的全局收敛性.[著者文摘]

文章出处:
《西安工程科技学院学报》-2007年21卷4期,564 -554-556,564页
Journal of Xi an University of Engineering Science and Technology
栏目信息:
分 类 号:
文献标识码:
A
文章编号:
1671-850X(2007)04-0554-03
[参考文献]
A modification of the HS formula and its global convergence
WANG Yan, TIAN Zhi-yuan, ZHENG Xi-feng (College of Mathematical Sciences, Qingdao University, Qingdao, Shandong 266071,China)
Abstract:
A modification of the HS formula is introduced for unconstrained optimization problem. In the proposed algorithm, the new formula possesses the sufficient descent property without any line searches. Further, global convergence of the algorithm is proved.[著者文摘]
Key words:
conjugate gradient method; unconstrained optimization; HS formula; sufficient descent property; global convergence
收稿日期: 2006-07-10

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