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Question 10.20

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TZ
leumasicOfficial

3 months ago

Let's prove Leibniz's formula by induction. For the base case n=0n=0, we have

(fg)(0)(a)=f(a)g(a)=(00)f(0)(a)g(0)(a).(f\cdot g)^{(0)}(a)=f(a)g(a)=\binom{0}{0}f^{(0)}(a)g^{(0)}(a).

For the induction step, suppose the formula holds for nn. Then,

(fg)(n+1)(a)=((fg)(n)(a))=(k=0n(nk)f(k)(a)g(nk)(a))=k=0n(nk)(f(k+1)(a)g(nk)(a)+f(k)(a)g(nk+1)(a))=k=0n(nk)f(k+1)g(nk)+k=0n(nk)f(k)g(n+1k)=f(0)g(n+1)+f(n+1)g(0)+k=1n(nk1)f(k)g(n+1k)+k=1n(nk)f(k)g(n+1k)=f(0)g(n+1)+f(n+1)g(0)+k=1nf(k)g(n+1k)((nk1)+(nk))=f(0)g(n+1)+f(n+1)g(0)+k=1n(n+1k)f(k)g(n+1k)=k=0n+1(n+1k)f(k)g(n+1k).\begin{align*} (f\cdot g)^{(n+1)}(a)&=((f\cdot g)^{(n)}(a))' \\ &=\left(\sum_{k=0}^n\binom{n}{k}f^{(k)}(a)g^{(n-k)}(a)\right)' \\ &=\sum_{k=0}^n\binom{n}{k}\left(f^{(k+1)}(a)g^{(n-k)}(a)+f^{(k)}(a)g^{(n-k+1)}(a)\right) \\ &=\sum_{k=0}^n\binom{n}{k}f^{(k+1)}g^{(n-k)}+\sum_{k=0}^n\binom{n}{k}f^{(k)}g^{(n+1-k)} \\ &=f^{(0)}g^{(n+1)}+f^{(n+1)}g^{(0)}+\sum_{k=1}^n\binom{n}{k-1}f^{(k)}g^{(n+1-k)}+\sum_{k=1}^n\binom{n}{k}f^{(k)}g^{(n+1-k)} \\ &=f^{(0)}g^{(n+1)}+f^{(n+1)}g^{(0)}+\sum_{k=1}^n f^{(k)}g^{(n+1-k)}\left(\binom{n}{k-1}+\binom{n}{k}\right) \\ &=f^{(0)}g^{(n+1)}+f^{(n+1)}g^{(0)}+\sum_{k=1}^n\binom{n+1}{k}f^{(k)}g^{(n+1-k)} \\ &=\sum_{k=0}^{n+1}\binom{n+1}{k}f^{(k)}g^{(n+1-k)}. \end{align*}

with

(nk1)+(nk)=(n+1k)\binom{n}{k-1}+\binom{n}{k}=\binom{n+1}{k}

because

(nk1)+(nk)=n!(k1)!(nk+1)!+n!k!(nk)!=n!k+n!(n+1k)k!(n+1k)!=n!(k+n+1k)k!(n+1k)!=(n+1)!k!(n+1k)!.\begin{align*} \binom{n}{k-1}+\binom{n}{k}&=\frac{n!}{(k-1)!(n-k+1)!}+\frac{n!}{k!(n-k)!} \\ &=\frac{n!k+n!(n+1-k)}{k!(n+1-k)!} \\ &=\frac{n!(k+n+1-k)}{k!(n+1-k)!} \\ &=\frac{(n+1)!}{k!(n+1-k)!}. \end{align*}
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Q 10.20

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Q 10.20