I am independently studying Numerical analysis and came across a question for which I am stuck at. Assume that $g(x)$ is differentiable. Show that if $|g'(x)|<1$ over $[x_0-p, x_0+p]$, then $g(x)$ satisfies $|g(x)-g(x_0)|\le \lambda |x-x_0|$ and $0\le \lambda < 1$.
Any help is much appreciated.
2026-04-11 21:53:00.1775944380
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Lipschitz Condition............
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By the Mean Value Theorem we have that, $$ g(x)-g(x_0) = g'(\xi)(x-x_0) $$ for some $\xi\in [x_0-p,x_0+p]$. We then have that $$ |g(x)-g(x_0)| \leq \lambda |x-x_0|. $$ Since $0\leq|g'(x)|<1$. This is like you said known as the Lipshitz Condition. This condition is useful in Numerical Analysis because we can prove fixed point theorems with it.
Hint Use the Mean Value Theorem (also known as Lagrange's theorem).