This is more math problems from Madoka Magica Episode 8 and the Movie, Rebellion.
Although these problems appeared in a middle school math lesson,
they are actually pretty challenging for probably even high schoolers.
Question 5: (Image from Puella Magi Wiki)
Simplified statement:
The definition and general formula for Fibonacci Sequence is provided.
Define a sequence of digits \(\{X(n)\}\) in which each digit is either \(0\) or \(1\), with the following definition:
- \(X(1) = 1\)
- \(X(n + 1)\) is obtained from \(X(n)\) by replacing all \(0\) digits to \(1\) and all \(1\) digits to \(10\)
For example, \(X(2) = 10, X(3) = 101, X(4) = 10110, X(5) = 10110101, \dots\)
Anecdote:
can be considered a clever analogy to the show,
where Episode 10 should replaces Episode 1 and
Episode 1 replaces Episode 0 in the viewer's next viewing
Give a general formula to:
- \(A(n)\), the number of digits in \(X(n)\)
- \(B(n)\), the number of times '\(01\)' appears in \(X(n)\)
Solution:
First I'll give a prove for the general formula of Fibonacci Sequence,
and extend this method for the question.
For convenience, Fibonacci Sequence is defined as following, which is a bit different to the usual one:
- \(F(0) = 0\)
- \(F(1) = 1\)
- \(F(n) = F(n - 1) + F(n - 2)\) for \(n \ge 2\)
Similar to linear ODE, we can solve this by finding the homogenous solution, then a particular solution,
and finally substitute the initial conditions to get the general formula.
Characteristic equation:
$$
\lambda^2 - \lambda - 1 = 0 \implies \lambda = \frac{1 \pm \sqrt{5}}{2}
$$
Thus, the general solution is
$$
U(n) = A \left(\frac{1 + \sqrt{5}}{2}\right)^n + B \left(\frac{1 - \sqrt{5}}{2}\right)^n
$$
Using the initial conditions, we substitute and solve for \(A\) and \(B\),
$$A = \frac{1}{\sqrt{5}}, B = -\frac{1}{\sqrt{5}}$$
Thus, we have the general formula for Fibonacci sequence
$$
U(n) = \frac{1}{\sqrt{5}} \left[ \left( \frac{1+\sqrt{5}}{2} \right)^n - \left( \frac{1-\sqrt{5}}{2} \right)^n \right]
$$
Now, notice that we can express \(A(n) = A_0(n) + A_1(n)\), where \(A_0(n)\) and \(A_1(n)\) represents the number of \(0\) and \(1\)
digits in \(A(n)\). Using the definition of \(X(n)\), this gives us the recurrence relation
$$
A_0(n) = A_1(n - 1)
$$
$$
A_1(n) = A(n - 1) = A_0(n - 1) + A_1(n - 1)
$$
$$
\implies A_1(n) = A_1(n - 2) + A_1(n - 1) \text{ and } A_0(n) = A_0(n - 2) + A_0(n - 1)
$$
If you also check the initial conditions, it is quite easy to tell that \(A_0(n) = F(n - 1)\) and \(A_1(n) = F(n)\).
Thus we have
$$
A(n) = F(n - 1) + F(n) = F(n + 1) = \frac{1}{\sqrt{5}} \left[ \left( \frac{1+\sqrt{5}}{2} \right)^{n+1} - \left( \frac{1-\sqrt{5}}{2} \right)^{n+1} \right]
$$
As for \(B(n)\), the key observation is that there can never be '\(00\)' in any \(X(n)\) and \(X(n)\) ends with \(0\)
if and only if n is even. Using these facts, we can construct the formula for \(B(n)\).
$$
B(n) = A_0(n) - n \% 2 = F(n - 1) - n \% 2, \text{ where \(\%\) is modulus operator}
$$
In a more mathematical way, we can write this as
$$
B(n) = \frac{1}{\sqrt{5}} \left[ \left( \frac{1+\sqrt{5}}{2} \right)^{n-1} - \left( \frac{1-\sqrt{5}}{2} \right)^{n-1} \right] + \frac{1 - (-1)^n}{2}
$$
Question 6 - 8:
Solve the following indefinite integrations:
$$
\int{\frac{\arcsin^3(x)}{\sqrt{1 - x^2}}} dx
$$
$$
\int{x \ln(x^2 + y)} dx
$$
$$
\int{\frac{x^3 + 2x^2 + 10x}{x^2 - x + 1}} dx
$$
Solutions:
Let \(u = \arcsin(x), du = \frac{dx}{\sqrt{1 - x^2}}\)
$$
\begin{aligned}
\int{\frac{\arcsin^3(x)}{\sqrt{1 - x^2}}} dx &= \int{u^3} du \\
&= \frac{u^4}{4} + c \\
&= \frac{\arcsin^4(x)}{4} + c
\end{aligned}
$$
Let \(u = x^2 + y, du = 2xdx\)
$$
\begin{aligned}
\int{x \ln(x^2 + y)} dx &= \frac{1}{2}\int{\ln(u)}du \\
&= \frac{1}{2}(u - u\ln(u)) + c \\
&= \frac{1}{2}(x^2 + y - (x^2 + y)\ln(x^2 + y)) + c \\
&= \frac{1}{2}(x^2 - (x^2 + y)\ln(x^2 + y)) + C \\
\end{aligned}
$$
$$
\begin{aligned}
\int{\frac{x^3 + 2x^2 + 10x}{x^2 - x + 1}} dx &= \int{(x + 3 + \frac{12x - 3}{x^2 - x + 1})}dx \\
&= \int{(x + 3 + 6\frac{2x - 1}{x^2 - x + 1} + \frac{3}{(x - \frac{1}{2})^2 + \frac{3}{4}})}dx \\
&= \frac{1}{2}x^2 + 3x + 6 \ln(x^2 - x + 1) + 2\sqrt{3}\arctan\left(\frac{2x - 1}{\sqrt{3}}\right) + c
\end{aligned}
$$
This is all the math problems I can find in this series, hope there is more in the new movie. 人◕ ‿‿ ◕人