strongly convex
A function is strongly convex on S if there exists an m>0m>0m>0 such that
▽2f(x)⪰mI
\bigtriangledown^2f(x)\succeq mI
▽2f(x)⪰mI
for all x∈Sx\in Sx∈S.
integration of an increasing function is convex
Let fff be a real valued differentiable function defined for all x≥ax\ge ax≥a. Consider a function FFF defined by F(x)=∫axf(t)dtF(x)=\int_a^{x} f(t)dtF(x)=∫axf(t)dt. If fff is increasing on any interval, then on that interval FFF is convex.
本文探讨了强凸函数的概念,指出如果存在正数m使得函数的二阶导大于等于m倍单位矩阵,则该函数为强凸。此外,文章还讨论了积分增函数的凸性,即如果被积函数在某个区间内递增,那么其积分函数在该区间也是凸的。
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