Problem Analysis #2

Grok-4.1-fast · Run 1

89.63s
14,348 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}.

\

Ground Truth
5328
Execution Trace
Reasoning Process

[THOUGHT] To verify D_2 and the residue, I will use sympy to compute the second derivative of z * cot(z) at z=0 or the series expansion. [/THOUGHT] [PYTHON] import sympy as sp z = sp.symbols('z') f = z * sp.cot(z) series = sp.series(f, z, 0, 5) print(series)

deriv2 = sp.diff(f, z, 2).limit(z, 0) print(deriv2) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 1 - z**2/3 - z**4/45 + O(z**5) -2/3 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The poles of f(z)f(z) are at z=0z = 0 (order 3) and z=nπz = n\pi for nonzero integers nn (simple poles). The residue at z=0z = 0 is r=13r = -\frac{1}{3}. Thus, p=3p = 3. Also, D2=23D_2 = -\frac{2}{3}. In IV, S2=π26S_2 = \frac{\pi^2}{6}. In V, for N=1N=1, T=π22D22!=π26T = -\frac{\pi^2}{2} \cdot \frac{D_2}{2!} = \frac{\pi^2}{6}. Then K=999(321)(313)(23)S2T=99981231=5328\mathcal{K} = 999 \cdot (3^2 - 1) \cdot (-3 \cdot -\frac{1}{3}) \cdot (-\frac{2}{3}) \cdot \frac{S_2}{T} = 999 \cdot 8 \cdot 1 \cdot \frac{2}{3} \cdot 1 = 5328. [/THOUGHT] 5328\boxed{5328}

Explanation

The reasoning proceeds through the problem's parts to compute K\mathcal{K}.

For part I, f(z)=cotzz2f(z) = \frac{\cot z}{z^2} has poles where sinz=0\sin z = 0, so at z=nπz = n\pi for integer nn. At z=nπz = n\pi with n0n \neq 0, cotz\cot z has a simple pole with residue 1, and z20z^2 \neq 0, yielding simple poles. At z=0z = 0, the Laurent series of cotz1zz3\cot z \approx \frac{1}{z} - \frac{z}{3} gives f(z)1z313zf(z) \approx \frac{1}{z^3} - \frac{1}{3z}, confirming a pole of order 3. Thus, p=3p = 3.

For part II, the residue at z=0z = 0 is the coefficient of z1z^{-1} in the Laurent series of f(z)f(z), which is 13-\frac{1}{3}, so r=13r = -\frac{1}{3}. At z=nπz = n\pi (n0n \neq 0), the residue is 1(nπ)2\frac{1}{(n\pi)^2}.

Parts III and IV use the square contour CC with side length R=π(2M+1)R = \pi(2M+1). As MM \to \infty, the integrals over each CkC_k vanish due to the decay of f(z)|f(z)| on the boundaries. By the residue theorem, Cf(z)dz=2πiresidues inside C\oint_C f(z) \, dz = 2\pi i \sum \text{residues inside } C. The poles inside are at z=0z = 0 and z=nπz = n\pi for nM|n| \leq M, n0n \neq 0. Thus, 0=2πi[13+2n=1M1(nπ)2]0 = 2\pi i \left[ -\frac{1}{3} + 2 \sum_{n=1}^M \frac{1}{(n\pi)^2} \right] in the limit, yielding n=11n2=π26\sum_{n=1}^\infty \frac{1}{n^2} = \frac{\pi^2}{6}, so S2=π26S_2 = \frac{\pi^2}{6}.

For part V, g(z)=cotzz2Ng(z) = \frac{\cot z}{z^{2N}} has residue at z=0z = 0 given by the coefficient of z1z^{-1} in its Laurent series. Let h(z)=zcotz=m=0Dmm!zmh(z) = z \cot z = \sum_{m=0}^\infty \frac{D_m}{m!} z^m. Then g(z)=h(z)z2N+1g(z) = \frac{h(z)}{z^{2N+1}}, and the z1z^{-1} term occurs when m2N1=1m - 2N - 1 = -1, so m=2Nm = 2N, giving Res(g,0)=D2N(2N)!\operatorname{Res}(g, 0) = \frac{D_{2N}}{(2N)!}. The contour argument yields n=11n2N=π2N2D2N(2N)!\sum_{n=1}^\infty \frac{1}{n^{2N}} = -\frac{\pi^{2N}}{2} \cdot \frac{D_{2N}}{(2N)!}. For N=1N=1, T=π22D22!=π222/32=π26T = -\frac{\pi^2}{2} \cdot \frac{D_2}{2!} = -\frac{\pi^2}{2} \cdot \frac{-2/3}{2} = \frac{\pi^2}{6}.

Finally, substitute into K=999(p21)(3r)(D2)S2T\mathcal{K} = 999 (p^2 - 1) (-3r) (-D_2) \frac{S_2}{T}: p21=91=8p^2 - 1 = 9 - 1 = 8, 3r=3(13)=1-3r = -3 \cdot (-\frac{1}{3}) = 1, D2=(23)=23-D_2 = - (-\frac{2}{3}) = \frac{2}{3}, S2T=1\frac{S_2}{T} = 1. Thus, K=99981231=999163=33316=5328\mathcal{K} = 999 \cdot 8 \cdot 1 \cdot \frac{2}{3} \cdot 1 = 999 \cdot \frac{16}{3} = 333 \cdot 16 = 5328.

Final Model Output
5328

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