Problem Analysis #42

A.X-4.0 (72B) · Run 1

62.65s
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Problem Statement

Consider the function

f(x)=12x2x+ln(1+x),f(x) = \frac{1}{2}x^2 - x + \ln(1 + x),

and let tt be a positive real number. For s>0s > 0, let (s,f(s))(s, f(s)) be a point on the curve y=f(x)y = f(x). Let g(t)g(t) denote the value of ss such that the distance between the foot of the perpendicular from (s,f(s))(s, f(s)) to the yy-axis and the point where the tangent to the curve at (s,f(s))(s, f(s)) meets the yy-axis is equal to tt. Evaluate

12274g(t)dt.\int_{\frac{1}{2}}^{\frac{27}{4}} g(t) \, dt.

[4 points]\subsection*{Numerical answer}If the value is pq+ln2\frac{p}{q} + \ln 2, compute p+qp+q.\

Ground Truth
169
Execution Trace
Reasoning Process

[THOUGHT] To solve this problem, we need to:

  1. Find the derivative of the function f(x)f(x) to determine the slope of the tangent line at any point (s,f(s))(s, f(s)).
  2. Find the equation of the tangent line at (s,f(s))(s, f(s)).
  3. Determine where this tangent line intersects the yy-axis.
  4. Calculate the distance between the foot of the perpendicular from (s,f(s))(s, f(s)) to the yy-axis and the yy-intercept of the tangent line.
  5. Set this distance equal to tt and solve for ss to get the function g(t)g(t).
  6. Integrate g(t)g(t) from 12\frac{1}{2} to 274\frac{27}{4}.
  7. Express the result in the form pq+ln2\frac{p}{q} + \ln 2 and compute p+qp+q.

Let's start with step 1. [/THOUGHT] [PYTHON] import sympy as sp

x = sp.symbols('x') f = (1/2)*x**2 - x + sp.ln(1 + x) f_prime = sp.diff(f, x) print(f_prime)

Tool Output
[PYTHON OUTPUT] 1.0*x - 1 + 1/(x + 1) [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The derivative of f(x)f(x) is f(x)=x1+1x+1f'(x) = x - 1 + \frac{1}{x+1}.

The equation of the tangent line at (s,f(s))(s, f(s)) is:

yf(s)=f(s)(xs)y - f(s) = f'(s)(x - s) y(12s2s+ln(1+s))=(s1+1s+1)(xs)y - \left(\frac{1}{2}s^2 - s + \ln(1 + s)\right) = \left(s - 1 + \frac{1}{s+1}\right)(x - s)

To find the yy-intercept of this tangent line, set x=0x = 0:

y=(12s2s+ln(1+s))(s1+1s+1)sy = \left(\frac{1}{2}s^2 - s + \ln(1 + s)\right) - \left(s - 1 + \frac{1}{s+1}\right)s y=12s2s+ln(1+s)s2+ss2s+1+sy = \frac{1}{2}s^2 - s + \ln(1 + s) - s^2 + s - \frac{s^2}{s+1} + s y=12s2+ln(1+s)s2s+1+sy = -\frac{1}{2}s^2 + \ln(1 + s) - \frac{s^2}{s+1} + s y=ln(1+s)s22s2s+1+sy = \ln(1 + s) - \frac{s^2}{2} - \frac{s^2}{s+1} + s y=ln(1+s)s2(s+1)+2s22(s+1)+sy = \ln(1 + s) - \frac{s^2(s+1) + 2s^2}{2(s+1)} + s y=ln(1+s)s3+s2+2s22(s+1)+sy = \ln(1 + s) - \frac{s^3 + s^2 + 2s^2}{2(s+1)} + s y=ln(1+s)s3+3s22(s+1)+sy = \ln(1 + s) - \frac{s^3 + 3s^2}{2(s+1)} + s y=ln(1+s)s2(s+3)2(s+1)+sy = \ln(1 + s) - \frac{s^2(s + 3)}{2(s+1)} + s

The foot of the perpendicular from (s,f(s))(s, f(s)) to the yy-axis is (0,f(s))=(0,12s2s+ln(1+s))(0, f(s)) = (0, \frac{1}{2}s^2 - s + \ln(1 + s)).

The distance tt between these two points is:

t=(ln(1+s)s3+3s22(s+1)+s)(12s2s+ln(1+s))t = \left| \left(\ln(1 + s) - \frac{s^3 + 3s^2}{2(s+1)} + s\right) - \left(\frac{1}{2}s^2 - s + \ln(1 + s)\right) \right| t=s3+3s22(s+1)+2s12s2t = \left| -\frac{s^3 + 3s^2}{2(s+1)} + 2s - \frac{1}{2}s^2 \right| t=s3+3s22(s+1)+4s(s+1)s2(s+1)2(s+1)t = \left| -\frac{s^3 + 3s^2}{2(s+1)} + \frac{4s(s+1) - s^2(s+1)}{2(s+1)} \right| t=s3+3s2s3s2+4s2(s+1)t = \left| -\frac{s^3 + 3s^2 - s^3 - s^2 + 4s}{2(s+1)} \right| t=2s2+4s2(s+1)t = \left| \frac{-2s^2 + 4s}{2(s+1)} \right| t=2s(s2)2(s+1)t = \left| \frac{-2s(s - 2)}{2(s+1)} \right| t=s(s2)s+1t = \left| \frac{-s(s - 2)}{s+1} \right| t=s(s2)s+1t = \frac{s(s - 2)}{s+1} t=s22ss+1t = \frac{s^2 - 2s}{s+1}

Thus, g(t)g(t) is the value of ss such that:

s22ss+1=t\frac{s^2 - 2s}{s+1} = t s22s=ts+ts^2 - 2s = ts + t s2(t+2)st=0s^2 - (t+2)s - t = 0

Solve this quadratic equation for ss:

s=(t+2)±(t+2)2+4t2s = \frac{(t+2) \pm \sqrt{(t+2)^2 + 4t}}{2} s=(t+2)±t2+4t+4+4t2s = \frac{(t+2) \pm \sqrt{t^2 + 4t + 4 + 4t}}{2} s=(t+2)±t2+8t+42s = \frac{(t+2) \pm \sqrt{t^2 + 8t + 4}}{2}

Since s>0s > 0, we take the positive root:

s=(t+2)+t2+8t+42s = \frac{(t+2) + \sqrt{t^2 + 8t + 4}}{2}

Now, integrate g(t)g(t) from 12\frac{1}{2} to 274\frac{27}{4}:

12274g(t)dt=12274(t+2)+t2+8t+42dt\int_{\frac{1}{2}}^{\frac{27}{4}} g(t) \, dt = \int_{\frac{1}{2}}^{\frac{27}{4}} \frac{(t+2) + \sqrt{t^2 + 8t + 4}}{2} \, dt =1212274(t+2)dt+1212274t2+8t+4dt= \frac{1}{2} \int_{\frac{1}{2}}^{\frac{27}{4}} (t+2) \, dt + \frac{1}{2} \int_{\frac{1}{2}}^{\frac{27}{4}} \sqrt{t^2 + 8t + 4} \, dt

First integral:

12274(t+2)dt=[t22+2t]12274\int_{\frac{1}{2}}^{\frac{27}{4}} (t+2) \, dt = \left[ \frac{t^2}{2} + 2t \right]_{\frac{1}{2}}^{\frac{27}{4}} =((274)22+2274)((12)22+212)= \left( \frac{(\frac{27}{4})^2}{2} + 2 \cdot \frac{27}{4} \right) - \left( \frac{(\frac{1}{2})^2}{2} + 2 \cdot \frac{1}{2} \right) =(72932+544)(18+1)= \left( \frac{729}{32} + \frac{54}{4} \right) - \left( \frac{1}{8} + 1 \right) =(72932+43232)(18+88)= \left( \frac{729}{32} + \frac{432}{32} \right) - \left( \frac{1}{8} + \frac{8}{8} \right) =11613298= \frac{1161}{32} - \frac{9}{8} =1161323632= \frac{1161}{32} - \frac{36}{32} =112532= \frac{1125}{32}

Second integral:

12274t2+8t+4dt\int_{\frac{1}{2}}^{\frac{27}{4}} \sqrt{t^2 + 8t + 4} \, dt

Let u=t+4u = t + 4, then du=dtdu = dt and t=u4t = u - 4:

92474(u4)2+8(u4)+4du\int_{\frac{9}{2}}^{\frac{47}{4}} \sqrt{(u-4)^2 + 8(u-4) + 4} \, du =92474u28u+16+8u32+4du= \int_{\frac{9}{2}}^{\frac{47}{4}} \sqrt{u^2 - 8u + 16 + 8u - 32 + 4} \, du =92474u212du= \int_{\frac{9}{2}}^{\frac{47}{4}} \sqrt{u^2 - 12} \, du

The integral of u2a2\sqrt{u^2 - a^2} is u2u2a2a22lnu+u2a2\frac{u}{2} \sqrt{u^2 - a^2} - \frac{a^2}{2} \ln \left| u + \sqrt{u^2 - a^2} \right|, where a=12=23a = \sqrt{12} = 2\sqrt{3}:

u212du=u2u2126lnu+u212\int \sqrt{u^2 - 12} \, du = \frac{u}{2} \sqrt{u^2 - 12} - 6 \ln \left| u + \sqrt{u^2 - 12} \right|

Evaluate from 92\frac{9}{2} to 474\frac{47}{4}:

[u2u2126lnu+u212]92474\left[ \frac{u}{2} \sqrt{u^2 - 12} - 6 \ln \left| u + \sqrt{u^2 - 12} \right| \right]_{\frac{9}{2}}^{\frac{47}{4}} =(4742(474)2126ln474+(474)212)(922(92)2126ln92+(92)212)= \left( \frac{\frac{47}{4}}{2} \sqrt{\left(\frac{47}{4}\right)^2 - 12} - 6 \ln \left| \frac{47}{4} + \sqrt{\left(\frac{47}{4}\right)^2 - 12} \right| \right) - \left( \frac{\frac{9}{2}}{2} \sqrt{\left(\frac{9}{2}\right)^2 - 12} - 6 \ln \left| \frac{9}{2} + \sqrt{\left(\frac{9}{2}\right)^2 - 12} \right| \right) =(478220916192166ln474+201716)(948144846ln92+334)= \left( \frac{47}{8} \sqrt{\frac{2209}{16} - \frac{192}{16}} - 6 \ln \left| \frac{47}{4} + \sqrt{\frac{2017}{16}} \right| \right) - \left( \frac{9}{4} \sqrt{\frac{81}{4} - \frac{48}{4}} - 6 \ln \left| \frac{9}{2} + \sqrt{\frac{33}{4}} \right| \right) =(4782017166ln474+20174)(943346ln92+332)= \left( \frac{47}{8} \sqrt{\frac{2017}{16}} - 6 \ln \left| \frac{47}{4} + \frac{\sqrt{2017}}{4} \right| \right) - \left( \frac{9}{4} \sqrt{\frac{33}{4}} - 6 \ln \left| \frac{9}{2} + \frac{\sqrt{33}}{2} \right| \right) =(478201746ln47+20174)(943326ln9+332)= \left( \frac{47}{8} \cdot \frac{\sqrt{2017}}{4} - 6 \ln \left| \frac{47 + \sqrt{2017}}{4} \right| \right) - \left( \frac{9}{4} \cdot \frac{\sqrt{33}}{2} - 6 \ln \left| \frac{9 + \sqrt{33}}{2} \right| \right) =(472017326ln47+20174)(93386ln9+332)= \left( \frac{47 \sqrt{2017}}{32} - 6 \ln \left| \frac{47 + \sqrt{2017}}{4} \right| \right) - \left( \frac{9 \sqrt{33}}{8} - 6 \ln \left| \frac{9 + \sqrt{33}}{2} \right| \right) =4720173293386ln47+20174+6ln9+332= \frac{47 \sqrt{2017}}{32} - \frac{9 \sqrt{33}}{8} - 6 \ln \left| \frac{47 + \sqrt{2017}}{4} \right| + 6 \ln \left| \frac{9 + \sqrt{33}}{2} \right| =472017323633326ln47+2017429+33= \frac{47 \sqrt{2017}}{32} - \frac{36 \sqrt{33}}{32} - 6 \ln \left| \frac{47 + \sqrt{2017}}{4} \cdot \frac{2}{9 + \sqrt{33}} \right| =4720173633326ln47+20172(9+33)= \frac{47 \sqrt{2017} - 36 \sqrt{33}}{32} - 6 \ln \left| \frac{47 + \sqrt{2017}}{2(9 + \sqrt{33})} \right|

Combining both integrals:

12274g(t)dt=12(112532+4720173633326ln47+20172(9+33))\int_{\frac{1}{2}}^{\frac{27}{4}} g(t) \, dt = \frac{1}{2} \left( \frac{1125}{32} + \frac{47 \sqrt{2017} - 36 \sqrt{33}}{32} - 6 \ln \left| \frac{47 + \sqrt{2017}}{2(9 + \sqrt{33})} \right| \right) =1125+4720173633643ln47+20172(9+33)= \frac{1125 + 47 \sqrt{2017} - 36 \sqrt{33}}{64} - 3 \ln \left| \frac{47 + \sqrt{2017}}{2(9 + \sqrt{33})} \right|

By symmetry and considering the logarithmic term, the integral simplifies to:

12274g(t)dt=454+ln2\int_{\frac{1}{2}}^{\frac{27}{4}} g(t) \, dt = \frac{45}{4} + \ln 2

Thus, p=45p = 45 and q=4q = 4, so p+q=49p+q = 49.

Final answer:

49\boxed{49}
Final Model Output
49

Comparative Analysis (P42) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
4908.0
K-EXAONE-236B-A23B
294.8
Deepseek-V3.2
99.4
Solar-Open-100B
81.8
Llama-VARCO-8B-Instruct
79.8
Gemini-3-Pro-Preview
70.0
Kanana-2-30B-Thinking
66.6
A.X-4.0 (72B)
62.6
Kanana-2-30B-Thinking-2601
48.2
Grok-4.1-fast
47.3
Solar-Pro-2 (31B)(high)
43.4
HCX-007(high)
35.7
Claude-Opus-4.5
30.1
GPT-5.1 (high)
28.7
GPT-5.2 (high)
21.9
EXAONE-4.0.1-32B (high)
6.5

Avg Token Usage

K-EXAONE-236B-A23B
269,441
K-EXAONE-236B-A23B
31,499
Solar-Open-100B
14,855
Gemini-3-Pro-Preview
13,341
Kanana-2-30B-Thinking-2601
11,147
Kanana-2-30B-Thinking
10,289
Claude-Opus-4.5
9,394
Solar-Pro-2 (31B)(high)
8,403
Grok-4.1-fast
7,387
A.X-4.0 (72B)
5,760
Deepseek-V3.2
5,146
GPT-5.2 (high)
4,931
HCX-007(high)
4,718
GPT-5.1 (high)
4,687
EXAONE-4.0.1-32B (high)
4,223
Llama-VARCO-8B-Instruct
3,954