Alireza Jamali's Blog
Scale-derivative
$$f`(x):=\lim_{h\to 1}\sqrt[h]{\frac{f(hx)}{f(x)}}$$
s-linear approximation:
Let
$$h=\frac{x}{a},$$
so
$$f`(a):=\lim_{x\to a}\sqrt[x/a]{\frac{f(x)}{f(a)}},$$
therefore
$$f(x)\approx f(a) \left(f`(a)\right)^{\frac{x}{a}}.$$
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