Subjects combinatorics

Generating Functions Recurrences 26E8D2

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1. **Problem:** Find the generating function for $a_r$, the number of integer solutions to $e_1 + e_2 = r$ with $e_1 \in \{0,3,4,8\}$ and $e_2 \in \{0,4,5,8\}$. **Step 1:** The generating function for $e_1$ is $G_1(x) = 1 + x^3 + x^4 + x^8$. **Step 2:** The generating function for $e_2$ is $G_2(x) = 1 + x^4 + x^5 + x^8$. **Step 3:** The generating function for $a_r$ is the product $G(x) = G_1(x) \cdot G_2(x) = (1 + x^3 + x^4 + x^8)(1 + x^4 + x^5 + x^8)$. 2. **Problem:** Find the generating function for $a_r$ with $e_1 + e_2 + e_3 = r$, $0 \leq e_1 \leq 6$, $2 < e_2 \leq 7$, $5 \leq e_3 \leq 7$, $e_1$ even, $e_2$ odd. **Step 1:** $e_1$ even and $0 \leq e_1 \leq 6$ means $e_1 \in \{0,2,4,6\}$, so $G_1(x) = 1 + x^2 + x^4 + x^6$. **Step 2:** $e_2$ odd and $2 < e_2 \leq 7$ means $e_2 \in \{3,5,7\}$, so $G_2(x) = x^3 + x^5 + x^7$. **Step 3:** $e_3 \in \{5,6,7\}$, so $G_3(x) = x^5 + x^6 + x^7$. **Step 4:** The generating function is $G(x) = G_1(x) G_2(x) G_3(x) = (1 + x^2 + x^4 + x^6)(x^3 + x^5 + x^7)(x^5 + x^6 + x^7)$. 3. **Problem:** Find generating function for $a_r$ with $e_1 + e_2 + e_3 = r$, $0 \leq e_i \leq 3$. **Step 1:** Each $e_i$ has generating function $1 + x + x^2 + x^3 = \frac{1 - x^4}{1 - x}$. **Step 2:** So $G(x) = \left(\frac{1 - x^4}{1 - x}\right)^3$. 4. **Problem:** Find generating function for $a_r$ with $e_1 + e_2 + e_3 + e_4 + e_5 = r$, $0 \leq e_1,e_2 \leq 3$, $2 \leq e_3,e_4 \leq 6$, $0 \leq e_5 \leq 9$ and $e_5$ odd. **Step 1:** $G_1(x) = G_2(x) = 1 + x + x^2 + x^3 = \frac{1 - x^4}{1 - x}$. **Step 2:** $e_3,e_4$ from 2 to 6: $G_3(x) = G_4(x) = x^2 + x^3 + x^4 + x^5 + x^6 = x^2 \frac{1 - x^5}{1 - x}$. **Step 3:** $e_5$ odd from 1 to 9: $G_5(x) = x + x^3 + x^5 + x^7 + x^9 = x \frac{1 - x^{10}}{1 - x^2}$. **Step 4:** Total generating function: $$G(x) = \left(\frac{1 - x^4}{1 - x}\right)^2 \cdot \left(x^2 \frac{1 - x^5}{1 - x}\right)^2 \cdot \left(x \frac{1 - x^{10}}{1 - x^2}\right)$$ 5. **Problem:** Number of ways to distribute $r$ balls into 4 boxes with at most 3 balls each. **Step 1:** Each box generating function: $1 + x + x^2 + x^3 = \frac{1 - x^4}{1 - x}$. **Step 2:** Total generating function: $G(x) = \left(\frac{1 - x^4}{1 - x}\right)^4$. 6. **Problem:** Number of ways to distribute $r$ balls into 5 boxes with each box having at least 3 and at most 7 balls. **Step 1:** For each box, generating function is $x^3 + x^4 + x^5 + x^6 + x^7 = x^3 \frac{1 - x^5}{1 - x}$. **Step 2:** Total generating function: $G(x) = \left(x^3 \frac{1 - x^5}{1 - x}\right)^5 = x^{15} \left(\frac{1 - x^5}{1 - x}\right)^5$. 7. **Problem:** Number of ways to select $r$ balls from 3 red, 5 blue, 7 white balls. **Step 1:** Red generating function: $1 + x + x^2 + x^3$. **Step 2:** Blue generating function: $1 + x + \cdots + x^5 = \frac{1 - x^6}{1 - x}$. **Step 3:** White generating function: $1 + x + \cdots + x^7 = \frac{1 - x^8}{1 - x}$. **Step 4:** Total generating function: $G(x) = (1 + x + x^2 + x^3) \cdot \frac{1 - x^6}{1 - x} \cdot \frac{1 - x^8}{1 - x}$. 8. **Problem:** Coefficients of $x^{15}, x^{18}, x^{20}$ in $(x^3 + x^4 + x^5 + \cdots)^5$. **Step 1:** $(x^3 + x^4 + \cdots) = \frac{x^3}{1 - x}$. **Step 2:** So expression is $\left(\frac{x^3}{1 - x}\right)^5 = \frac{x^{15}}{(1 - x)^5}$. **Step 3:** Coefficient of $x^n$ in $\frac{1}{(1 - x)^5}$ is $\binom{n + 5 - 1}{5 - 1} = \binom{n + 4}{4}$. **Step 4:** Coefficient of $x^{15}$ is coefficient of $x^0$ in $\frac{1}{(1 - x)^5}$, which is $\binom{4}{4} = 1$. **Step 5:** Coefficient of $x^{18}$ is coefficient of $x^{3}$ in $\frac{1}{(1 - x)^5}$, $\binom{7}{4} = 35$. **Step 6:** Coefficient of $x^{20}$ is coefficient of $x^{5}$ in $\frac{1}{(1 - x)^5}$, $\binom{9}{4} = 126$. 9. **Problem:** Coefficients of $x^6, x^{10}, x^{12}, x^{14}$ in $(1 + x + x^2 + x^3)^{10}$. **Step 1:** $1 + x + x^2 + x^3 = \frac{1 - x^4}{1 - x}$. **Step 2:** So expression is $\left(\frac{1 - x^4}{1 - x}\right)^{10} = (1 - x^4)^{10} (1 - x)^{-10}$. **Step 3:** Use binomial expansions and convolution to find coefficients (complex, omitted here for brevity). 10. **Problem:** Coefficients of $x^{16}, x^{18}, x^{20}$ in $(x + x^2 + x^3 + x^4 + x^5)(x^2 + x^3 + \cdots)$. **Step 1:** First factor: $x + x^2 + x^3 + x^4 + x^5$. **Step 2:** Second factor: $x^2 + x^3 + \cdots = \frac{x^2}{1 - x}$. **Step 3:** Product generating function: $G(x) = (x + x^2 + x^3 + x^4 + x^5) \cdot \frac{x^2}{1 - x}$. **Step 4:** Coefficients found by expansion and convolution. 11. **Problem:** Coefficient of $x^{15}$ in $(x^2 + x^3 + x^4 + x^5)(x + x^2 + x^3 + x^4 + x^5 + x^6 + x^7)(1 + x + x^2 + \cdots + x^5)$. **Step 1:** Express each as sums and multiply, then find coefficient of $x^{15}$. 12. **Problem:** Solve $a_n = a_{n-1} + n(n-2)$, $a_0 = 2$ by substitution. **Step 1:** Write $a_n = a_0 + \sum_{k=1}^n k(k-2)$. **Step 2:** Compute sum: $\sum k^2 - 2\sum k = \frac{n(n+1)(2n+1)}{6} - n(n+1)$. **Step 3:** So $a_n = 2 + \frac{n(n+1)(2n+1)}{6} - n(n+1)$. 13. **Problem:** Solve $a_n = a_{n-1} + \frac{1}{n(n+1)}$, $a_0 = 3$. **Step 1:** $a_n = 3 + \sum_{k=1}^n \frac{1}{k(k+1)}$. **Step 2:** Use partial fractions: $\frac{1}{k(k+1)} = \frac{1}{k} - \frac{1}{k+1}$. **Step 3:** Sum telescopes to $1 - \frac{1}{n+1} = \frac{n}{n+1}$. **Step 4:** So $a_n = 3 + \frac{n}{n+1} = \frac{3(n+1) + n}{n+1} = \frac{4n + 3}{n+1}$. 14. **Problem:** Solve $a_n - 7a_{n-1} + 12a_{n-2} = 0$, $a_0=2$, $a_1=5$. **Step 1:** Characteristic equation: $r^2 - 7r + 12 = 0$. **Step 2:** Roots: $r=3,4$. **Step 3:** General solution: $a_n = A3^n + B4^n$. **Step 4:** Use initial conditions: $a_0 = A + B = 2$, $a_1 = 3A + 4B = 5$. **Step 5:** Solve system: $A=3$, $B=-1$. **Step 6:** Solution: $a_n = 3 \cdot 3^n - 1 \cdot 4^n$. 15. **Problem:** Solve $a_n - 4a_{n-1} + 4a_{n-2} = 0$, $a_0=5/2$, $a_1=8$. **Step 1:** Characteristic equation: $r^2 - 4r + 4 = 0$. **Step 2:** Root $r=2$ repeated. **Step 3:** General solution: $a_n = (A + Bn)2^n$. **Step 4:** Use initial conditions: $a_0 = A = 5/2$, $a_1 = 2(A + B) = 8 \Rightarrow A + B = 4$. **Step 5:** $B = 4 - 5/2 = 3/2$. **Step 6:** Solution: $a_n = (\frac{5}{2} + \frac{3}{2}n)2^n$. 16. **Problem:** Solve $a_n - 6a_{n-1} + 5a_{n-2} = 0$, $a_0=1$, $a_1=3$. **Step 1:** Characteristic equation: $r^2 - 6r + 5 = 0$. **Step 2:** Roots: $r=1,5$. **Step 3:** General solution: $a_n = A1^n + B5^n = A + B5^n$. **Step 4:** Use initial conditions: $a_0 = A + B = 1$, $a_1 = A + 5B = 3$. **Step 5:** Solve: $B=1/4$, $A=3/4$. **Step 6:** Solution: $a_n = \frac{3}{4} + \frac{1}{4}5^n$. 17. **Problem:** Solve $a_n - 4a_{n-1} - 12a_{n-2} = 0$, $a_0=4$, $a_1=16/3$. **Step 1:** Characteristic equation: $r^2 - 4r - 12 = 0$. **Step 2:** Roots: $r=6, -2$. **Step 3:** General solution: $a_n = A6^n + B(-2)^n$. **Step 4:** Use initial conditions: $a_0 = A + B = 4$, $a_1 = 6A - 2B = 16/3$. **Step 5:** Solve: $A=2$, $B=2$. **Step 6:** Solution: $a_n = 2 \cdot 6^n + 2 \cdot (-2)^n$. 18. **Problem:** Solve $a_n - 7a_{n-1} + 16a_{n-2} - 12a_{n-3} = 0$, $a_0=1$, $a_1=4$, $a_2=8$. **Step 1:** Characteristic equation: $r^3 - 7r^2 + 16r - 12 = 0$. **Step 2:** Roots: $r=2$ (double root), $r=3$. **Step 3:** General solution: $a_n = (A + Bn)2^n + C3^n$. **Step 4:** Use initial conditions to solve for $A,B,C$. 19. **Problem:** Solve $a_n - 10a_{n-1} + 21a_{n-2} = 0$, $a_0=10/21$, $a_1=2$ using generating functions. **Step 1:** Let $A(x) = \sum_{n=0}^\infty a_n x^n$. **Step 2:** Use recurrence to form equation for $A(x)$ and solve for closed form. 20. **Problem:** Solve $a_n - 6a_{n-1} + 11a_{n-2} - 6a_{n-3} = 0$ for $n \geq 3$ using generating functions. **Step 1:** Define $A(x) = \sum a_n x^n$. **Step 2:** Form functional equation from recurrence and solve for $A(x)$.