On a Gradient Flow with Exponential Rate of Convergence

被引:2
|
作者
Khatibzadeh, Hadi [1 ]
机构
[1] Univ Zanjan, Dept Math, Zanjan, Iran
关键词
Rate of convergence; Convex function; Subdifferential; Convex minimization problem; Evolution equation; Gradient flow; ASYMPTOTIC-BEHAVIOR; BOUNDED SOLUTIONS;
D O I
10.1007/s10957-012-0189-0
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We present an evolution equation governed by a maximal monotone operator with exponential rate of convergence to a zero of the maximal monotone operator. When the maximal monotone operator is the subdifferential of a convex, proper, and lower semicontinuous function, we show that the trajectory of solutions of the evolution equation converges exponentially to the minimum value of the convex function.
引用
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页码:141 / 147
页数:7
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