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szcf-weiya avatar szcf-weiya commented on May 22, 2024

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kkmumu avatar kkmumu commented on May 22, 2024

第三问这个构造有问题吧,这样构造出来的\ell 二阶导存在吗, 如果是连续函数的话,显然在knots处一阶导都不存在

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szcf-weiya avatar szcf-weiya commented on May 22, 2024

第三问这个构造有问题吧,这样构造出来的\ell 二阶导存在吗, 如果是连续函数的话,显然在knots处一阶导都不存在

线性函数为啥不存在二阶导?

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kkmumu avatar kkmumu commented on May 22, 2024

第三问这个构造有问题吧,这样构造出来的\ell 二阶导存在吗, 如果是连续函数的话,显然在knots处一阶导都不存在

线性函数为啥不存在二阶导?

\ell只是在[x1,x2]上是线性的吧,在其他knots处取值应该是0,不然对于i=3,...,n 怎么保证 (y_i-f(x_i))^2=(y_i-f_1(x_i))^2

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szcf-weiya avatar szcf-weiya commented on May 22, 2024

第三问这个构造有问题吧,这样构造出来的\ell 二阶导存在吗, 如果是连续函数的话,显然在knots处一阶导都不存在

线性函数为啥不存在二阶导?

\ell只是在[x1,x2]上是线性的吧,在其他knots处取值应该是0,不然对于i=3,...,n 怎么保证 (y_i-f(x_i))^2=(y_i-f_1(x_i))^2

谢谢,我意识到错误了!

当初我可能是误解了 “with knots at each of the x_i”,以为要对 (x_i, y_i) 进行 interpolate,但其实并不一定。应该可以直接由 (a)(b) 结论得出,对于任意 f,总有过 (x_i, f(x_i)) 的 natural cubic spline 比 f 要好,则 minimizer 一定是 natural cubic spline。

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