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- This isn't a homework problem but a general question that I had.
Is the linear combination of Lipschitz continuous functions also continuous?
##G## and ##H## are real valued Lipschitz continuous functions. There exists a ##K_1,K_2\geq 0## such that for all ##s,t##,
$$(s-t)^2\leq K_1^2 (G(s)-G(t))^2$$
and
$$(s-t)^2\leq K_2^2 (H(s)-H(t))^2.$$
Is ##aG(t)+bH(t)## where ##a,b## are real constants also Lipschitz continuous?
I tried showing this is true and am having difficulty.
$$\begin{align*}
(s-t)^2&\leq K_3^2 (aG(t)+bH(t) -(aG(s)+bH(s)))^2\\
&= K_3^2(aG(t)-aG(s))+(bH(t)-bH(s)))^2\\
&= K_3^2 (a(G(t)-G(s))+b(H(t)-H(s)))^2\\
&=K_3^2(a^2(G(t)-G(s))^2+b^2(H(t)-H(s))^2 +ab(G(t)-G(s))(H(t)-H(s))
\end{align*}$$
I considered choosing ##K=\max\left(\frac{K_1}{a},\frac{K_2}{b} \right)## but realized it wouldn't work. A Little help would go a long way. Thanks.
$$(s-t)^2\leq K_1^2 (G(s)-G(t))^2$$
and
$$(s-t)^2\leq K_2^2 (H(s)-H(t))^2.$$
Is ##aG(t)+bH(t)## where ##a,b## are real constants also Lipschitz continuous?
I tried showing this is true and am having difficulty.
$$\begin{align*}
(s-t)^2&\leq K_3^2 (aG(t)+bH(t) -(aG(s)+bH(s)))^2\\
&= K_3^2(aG(t)-aG(s))+(bH(t)-bH(s)))^2\\
&= K_3^2 (a(G(t)-G(s))+b(H(t)-H(s)))^2\\
&=K_3^2(a^2(G(t)-G(s))^2+b^2(H(t)-H(s))^2 +ab(G(t)-G(s))(H(t)-H(s))
\end{align*}$$
I considered choosing ##K=\max\left(\frac{K_1}{a},\frac{K_2}{b} \right)## but realized it wouldn't work. A Little help would go a long way. Thanks.