Problem Analysis #2

A.X-4.0 (72B) · Run 1

43.86s
3,825 toks
Problem Statement

In the following, zz is a complex number and ii is the imaginary unit. Consider the complex function

f(z)=cotzz2,f(z) = \frac{\cot z}{z^2},

where cotz=1tanz\cot z = \dfrac{1}{\tan z}. For a positive integer mm, define

Dm=limz0dmdzm(zcotz).D_m = \lim_{z\to 0} \frac{d^m}{dz^m}(z \cot z).

If necessary, you may use D2=23D_2 = -\dfrac{2}{3} and

limznπznπsinz=(1)nfor any integer n.\lim_{z\to n\pi} \frac{z - n\pi}{\sin z} = (-1)^n\quad\text{for any integer } n.
  • [I.] Find all poles of f(z)f(z). Also, find the order of each pole.
  • [II.] Find the residue of each pole found in I.
  • [III.] Let MM be a positive integer and set R=π(2M+1)R = \pi(2M+1). For each real parameter tt with R2tR2-\dfrac{R}{2} \le t \le \dfrac{R}{2}, consider the four line segments \begin{align*} C_1:\ & z(t) = \frac{R}{2} + it, \\ C_2:\ & z(t) = -t + i\frac{R}{2}, \\ C_3:\ & z(t) = -\frac{R}{2} - it, \\ C_4:\ & z(t) = t - i\frac{R}{2}. \end{align*} These four oriented segments form the boundary of a square centered at the origin, traversed counterclockwise. For each complex integral Ik=Ckf(z)dzI_k = \displaystyle\int_{C_k} f(z)\,dz along CkC_k (k=1,2,3,4k = 1,2,3,4), find limMIk\displaystyle\lim_{M\to\infty} I_k.
  • [IV.] Let CC be the closed loop composed of the four line segments C1,C2,C3C_1, C_2, C_3, and C4C_4 in III. By applying the residue theorem to the complex integral
I=Cf(z)dz,I = \oint_C f(z)\,dz,
find the value of the infinite series    
n=11n2.\sum_{n=1}^{\infty} \frac{1}{n^2}.
  • [V.] Now replace f(z)f(z) by the complex function
g(z)=cotzz2N,g(z) = \frac{\cot z}{z^{2N}},
where $N$ is a positive integer.      By following the same contour method as in I–IV, express the infinite series    
n=11n2N\sum_{n=1}^{\infty} \frac{1}{n^{2N}}
in terms of $D_m$.

Finally, let pp be the order of the pole of f(z)f(z) at z=0z=0 (from I), and let rr be the residue of f(z)f(z) at z=0z=0 (from II). Let S2S_2 denote the value of n=11n2\displaystyle \sum_{n=1}^{\infty} \frac{1}{n^2} obtained in IV. From the expression in V, let TT be the value of n=11n2\displaystyle \sum_{n=1}^{\infty} \frac{1}{n^2} obtained by setting N=1N=1 in your general formula.Compute the integer

K=999(p21)(3r)(D2)S2T.\mathcal{K}= 999\,(p^2 - 1)\,(-3r)\,(-D_2)\,\frac{S_2}{T}.

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Ground Truth
5328
Execution Trace
Reasoning Process

[THOUGHT] First, I need to identify the poles of f(z)=cotzz2f(z) = \frac{\cot z}{z^2}.

The cotangent function cotz=coszsinz\cot z = \frac{\cos z}{\sin z} has poles where sinz=0\sin z = 0. These occur at z=nπz = n\pi for integers nn, and each of these is a simple pole of cotz\cot z.

Therefore, f(z)=cotzz2f(z) = \frac{\cot z}{z^2} has poles at z=nπz = n\pi for all integers nn, including n=0n = 0.

Order of each pole:

  1. At z=0z = 0: We need to determine the order. Since cotz\cot z behaves like 1z\frac{1}{z} near z=0z = 0, cotzz2\frac{\cot z}{z^2} behaves like 1z3\frac{1}{z^3}. So, the pole at z=0z = 0 is of order 3.

  2. At z=nπz = n\pi for n0n \neq 0: Since cotz\cot z has a simple pole at these points, dividing by z2z^2 results in a pole of order 3 (one from cotz\cot z and two from z2z^2).

Residues at each pole:

  1. At z=0z = 0: To find the residue of f(z)f(z) at z=0z = 0, we use the definition of the residue for a pole of order 3:
Res(f(z),0)=12!limz0d2dz2(z3f(z))=12limz0d2dz2(zcotz).\text{Res}(f(z), 0) = \frac{1}{2!} \lim_{z \to 0} \frac{d^2}{dz^2} \left( z^3 f(z) \right) = \frac{1}{2} \lim_{z \to 0} \frac{d^2}{dz^2} (z \cot z).

We are given D2=23D_2 = -\frac{2}{3}, so:

Res(f(z),0)=12(23)=13.\text{Res}(f(z), 0) = \frac{1}{2} \left( -\frac{2}{3} \right) = -\frac{1}{3}.
  1. At z=nπz = n\pi for n0n \neq 0: We use the fact that cotz\cot z has residues of (1)n(-1)^n at these points. The residue of cotzz2\frac{\cot z}{z^2} at z=nπz = n\pi is:
Res(f(z),nπ)=limznπznπ(cotz)(znπ)2(znπ)3=limznπznπsinzcosz(znπ)2=(1)ncos(nπ)1(nπ)2.\text{Res}(f(z), n\pi) = \lim_{z \to n\pi} \frac{z - n\pi}{(\cot z)(z - n\pi)^2} \cdot (z - n\pi)^3 = \lim_{z \to n\pi} \frac{z - n\pi}{\sin z} \cdot \frac{\cos z}{(z - n\pi)^2} = (-1)^n \cos(n\pi) \cdot \frac{1}{(n\pi)^2}.

Since cos(nπ)=(1)n\cos(n\pi) = (-1)^n, we get:

Res(f(z),nπ)=(1)n(1)n1(nπ)2=1(nπ)2.\text{Res}(f(z), n\pi) = (-1)^n \cdot (-1)^n \cdot \frac{1}{(n\pi)^2} = \frac{1}{(n\pi)^2}.

Integral along the contour CkC_k: For each k=1,2,3,4k = 1, 2, 3, 4, the integral Ik=Ckf(z)dzI_k = \int_{C_k} f(z)\,dz along CkC_k as MM \to \infty:

  1. C1C_1 and C3C_3: These are vertical lines. As MM \to \infty, z|z| \to \infty, and cotz\cot z is bounded. Therefore, f(z)0|f(z)| \to 0, making each integral vanish.
  2. C2C_2 and C4C_4: These are horizontal lines. As MM \to \infty, the integrals also vanish because cotz\cot z oscillates between bounded values, and the length of the segment increases while the function's value decreases.

Thus, limMIk=0\lim_{M \to \infty} I_k = 0 for k=1,2,3,4k = 1, 2, 3, 4.

Residue theorem application: The residue theorem states:

Cf(z)dz=2πiResidues inside C.\oint_C f(z)\,dz = 2\pi i \sum \text{Residues inside } C.

As MM \to \infty, the only poles inside CC are at z=nπz = n\pi for n=M,M+1,,Mn = -M, -M+1, \ldots, M.

The residues sum up as:

n=M,n0M1(nπ)2+Res(f(z),0)=n=1M1(nπ)2+n=1M1(nπ)213=2n=1M1(nπ)213.\sum_{n=-M, n\neq 0}^{M} \frac{1}{(n\pi)^2} + \text{Res}(f(z), 0) = \sum_{n=1}^{M} \frac{1}{(n\pi)^2} + \sum_{n=1}^{M} \frac{1}{(n\pi)^2} - \frac{1}{3} = 2 \sum_{n=1}^{M} \frac{1}{(n\pi)^2} - \frac{1}{3}.

Thus,

Cf(z)dz=2πi(2n=1M1(nπ)213).\oint_C f(z)\,dz = 2\pi i \left( 2 \sum_{n=1}^{M} \frac{1}{(n\pi)^2} - \frac{1}{3} \right).

Since Cf(z)dz0\oint_C f(z)\,dz \to 0 as MM \to \infty, we have:

0=2πi(2n=11(nπ)213).0 = 2\pi i \left( 2 \sum_{n=1}^{\infty} \frac{1}{(n\pi)^2} - \frac{1}{3} \right).

Solving for n=11n2\sum_{n=1}^{\infty} \frac{1}{n^2}, we get:

2n=11(nπ)2=13    n=11n2=π26.2 \sum_{n=1}^{\infty} \frac{1}{(n\pi)^2} = \frac{1}{3} \implies \sum_{n=1}^{\infty} \frac{1}{n^2} = \frac{\pi^2}{6}.

Generalizing for g(z)=cotzz2Ng(z) = \frac{\cot z}{z^{2N}}: The poles and residues for g(z)g(z) follow a similar pattern. The residue at z=nπz = n\pi for n0n \neq 0 becomes:

Res(g(z),nπ)=1(nπ)2N.\text{Res}(g(z), n\pi) = \frac{1}{(n\pi)^{2N}}.

The residue at z=0z = 0 involves higher-order derivatives and is more complex, but the key idea is that the residue theorem will yield:

Cg(z)dz=2πi(Res(g(z),0)+2n=11(nπ)2N).\oint_C g(z)\,dz = 2\pi i \left( \text{Res}(g(z), 0) + 2 \sum_{n=1}^{\infty} \frac{1}{(n\pi)^{2N}} \right).

Since Cg(z)dz0\oint_C g(z)\,dz \to 0 as MM \to \infty, we solve for the series:

0=2πi(Res(g(z),0)+2n=11(nπ)2N).0 = 2\pi i \left( \text{Res}(g(z), 0) + 2 \sum_{n=1}^{\infty} \frac{1}{(n\pi)^{2N}} \right).

This implies:

Res(g(z),0)=2n=11(nπ)2N    n=11n2N=π2N2Res(g(z),0).\text{Res}(g(z), 0) = -2 \sum_{n=1}^{\infty} \frac{1}{(n\pi)^{2N}} \implies \sum_{n=1}^{\infty} \frac{1}{n^{2N}} = -\frac{\pi^{2N}}{2} \text{Res}(g(z), 0).

For N=1N = 1, we have:

T=n=11n2=π22(13)=π26.T = \sum_{n=1}^{\infty} \frac{1}{n^2} = -\frac{\pi^2}{2} \left( -\frac{1}{3} \right) = \frac{\pi^2}{6}.

Final Calculation: From I, the order p=3p = 3. From II, the residue r=13r = -\frac{1}{3}. From IV, S2=π26S_2 = \frac{\pi^2}{6}. From the expression in V, T=π26T = \frac{\pi^2}{6}.

Using D2=23D_2 = -\frac{2}{3}, we compute:

K=999×(p21)×(3r)×(D2)×S2T.\mathcal{K} = 999 \times (p^2 - 1) \times (-3r) \times (-D_2) \times \frac{S_2}{T}.

Since S2=TS_2 = T, the ratio S2T=1\frac{S_2}{T} = 1, so:

K=999×(321)×(3×13)×(23)×1=999×8×1×(23)=999×8×23=999×163=3332.\mathcal{K} = 999 \times (3^2 - 1) \times (-3 \times -\frac{1}{3}) \times (-\frac{2}{3}) \times 1 = 999 \times 8 \times 1 \times (-\frac{2}{3}) = 999 \times 8 \times -\frac{2}{3} = 999 \times -\frac{16}{3} = -3332.

The integer value of K\mathcal{K} is:

3332\boxed{-3332}
Final Model Output
-3332

Comparative Analysis (P2) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
448.4
Solar-Open-100B
223.1
Llama-VARCO-8B-Instruct
149.6
Gemini-3-Pro-Preview
144.7
Kanana-2-30B-Thinking
97.9
Grok-4.1-fast
89.6
K-EXAONE-236B-A23B
72.4
Solar-Pro-2 (31B)(high)
71.1
GPT-5.1 (high)
55.4
Deepseek-V3.2
48.1
A.X-4.0 (72B)
43.9
Claude-Opus-4.5
33.5
Kanana-2-30B-Thinking-2601
33.5
HCX-007(high)
32.2
EXAONE-4.0.1-32B (high)
15.1
GPT-5.2 (high)
11.9

Avg Token Usage

K-EXAONE-236B-A23B
57,850
Solar-Open-100B
36,387
Kanana-2-30B-Thinking
18,183
Grok-4.1-fast
14,348
Solar-Pro-2 (31B)(high)
13,266
Llama-VARCO-8B-Instruct
12,669
K-EXAONE-236B-A23B
11,254
Gemini-3-Pro-Preview
10,743
Kanana-2-30B-Thinking-2601
9,314
Deepseek-V3.2
8,345
Claude-Opus-4.5
8,331
EXAONE-4.0.1-32B (high)
8,303
GPT-5.1 (high)
5,813
HCX-007(high)
5,438
GPT-5.2 (high)
4,500
A.X-4.0 (72B)
3,825