Problem Analysis #42

30.12s
9,394 toks
Problem Statement

Consider the functionf(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. Evaluate12274g(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] Let me analyze this problem step by step.

  1. We have f(x)=12x2x+ln(1+x)f(x) = \frac{1}{2}x^2 - x + \ln(1+x)
  2. For a point (s,f(s))(s, f(s)) on the curve:
    • The foot of the perpendicular to the y-axis is (0,f(s))(0, f(s))
    • The tangent line at (s,f(s))(s, f(s)) has slope f(s)f'(s)
    • We need to find where this tangent meets the y-axis

First, let me find f(x)f'(x): f(x)=x1+11+xf'(x) = x - 1 + \frac{1}{1+x}

The tangent line at (s,f(s))(s, f(s)) is: yf(s)=f(s)(xs)y - f(s) = f'(s)(x - s)

At x=0x = 0: y=f(s)sf(s)y = f(s) - s \cdot f'(s)

So the tangent meets the y-axis at (0,f(s)sf(s))(0, f(s) - s \cdot f'(s)).

The distance between (0,f(s))(0, f(s)) and (0,f(s)sf(s))(0, f(s) - s \cdot f'(s)) is: sf(s)=t|s \cdot f'(s)| = t

Since s>0s > 0, we need f(s)=t/s|f'(s)| = t/s, so sf(s)=ts \cdot |f'(s)| = t.

Let me compute f(s)=s1+11+s=(s1)(1+s)+11+s=s21+11+s=s21+sf'(s) = s - 1 + \frac{1}{1+s} = \frac{(s-1)(1+s) + 1}{1+s} = \frac{s^2 - 1 + 1}{1+s} = \frac{s^2}{1+s}

So sf(s)=ss21+s=s31+ss \cdot f'(s) = s \cdot \frac{s^2}{1+s} = \frac{s^3}{1+s}

For s>0s > 0, this is always positive, so: t=s31+st = \frac{s^3}{1+s}

We need to find g(t)g(t) which is the value of ss such that t=s31+st = \frac{s^3}{1+s}.

So g(t)g(t) is the inverse function: given tt, find ss such that s31+s=t\frac{s^3}{1+s} = t.

Now we need to compute 1/227/4g(t)dt\int_{1/2}^{27/4} g(t) \, dt.

Using substitution: let t=s31+st = \frac{s^3}{1+s}, then dt=dds(s31+s)dsdt = \frac{d}{ds}\left(\frac{s^3}{1+s}\right) ds

dds(s31+s)=3s2(1+s)s3(1+s)2=3s2+3s3s3(1+s)2=3s2+2s3(1+s)2=s2(3+2s)(1+s)2\frac{d}{ds}\left(\frac{s^3}{1+s}\right) = \frac{3s^2(1+s) - s^3}{(1+s)^2} = \frac{3s^2 + 3s^3 - s^3}{(1+s)^2} = \frac{3s^2 + 2s^3}{(1+s)^2} = \frac{s^2(3 + 2s)}{(1+s)^2}

When t=1/2t = 1/2: s31+s=12\frac{s^3}{1+s} = \frac{1}{2}, so 2s3=1+s2s^3 = 1 + s, giving 2s3s1=02s^3 - s - 1 = 0. When t=27/4t = 27/4: s31+s=274\frac{s^3}{1+s} = \frac{27}{4}, so 4s3=27+27s4s^3 = 27 + 27s, giving 4s327s27=04s^3 - 27s - 27 = 0.

Let me solve these and compute the integral. [/THOUGHT] [PYTHON] from sympy import *

s = symbols('s', positive=True, real=True) t = symbols('t', positive=True, real=True)

f(x) = (1/2)x^2 - x + ln(1+x)

f = Rational(1,2)*s**2 - s + ln(1+s) f_prime = diff(f, s) print("f'(s) =", f_prime) print("Simplified f'(s) =", simplify(f_prime))

Distance = s * f'(s)

distance = s * f_prime distance_simplified = simplify(distance) print("s * f'(s) =", distance_simplified)

So t = s^3/(1+s), and g(t) is the inverse

We need to find the bounds for s

When t = 1/2: s^3/(1+s) = 1/2

eq1 = Eq(s**3/(1+s), Rational(1,2)) s_lower = solve(eq1, s) print("When t = 1/2, s =", s_lower)

When t = 27/4: s^3/(1+s) = 27/4

eq2 = Eq(s**3/(1+s), Rational(27,4)) s_upper = solve(eq2, s) print("When t = 27/4, s =", s_upper) [/PYTHON]

Tool Output
[PYTHON OUTPUT] f'(s) = s - 1 + 1/(s + 1) Simplified f'(s) = s**2/(s + 1) s * f'(s) = s**3/(s + 1) When t = 1/2, s = [1] When t = 27/4, s = [3] [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] Now I can compute the integral using substitution. We have:

  • t=s31+st = \frac{s^3}{1+s}
  • When t=1/2t = 1/2, s=1s = 1
  • When t=27/4t = 27/4, s=3s = 3

Using substitution with t=s31+st = \frac{s^3}{1+s}: dt=s2(3+2s)(1+s)2dsdt = \frac{s^2(3 + 2s)}{(1+s)^2} ds

1/227/4g(t)dt=13ss2(3+2s)(1+s)2ds=13s3(3+2s)(1+s)2ds\int_{1/2}^{27/4} g(t) \, dt = \int_1^3 s \cdot \frac{s^2(3 + 2s)}{(1+s)^2} ds = \int_1^3 \frac{s^3(3 + 2s)}{(1+s)^2} ds

Let me compute this integral: 13s3(3+2s)(1+s)2ds=133s3+2s4(1+s)2ds\int_1^3 \frac{s^3(3 + 2s)}{(1+s)^2} ds = \int_1^3 \frac{3s^3 + 2s^4}{(1+s)^2} ds

I need to perform polynomial division or partial fractions. Let me compute this directly.

Actually, let me verify with Python to get the exact answer. [/THOUGHT]

Wait, I need to run the code to compute the integral. Let me do that.

[THOUGHT] I need to compute the integral 13s3(3+2s)(1+s)2ds\int_1^3 \frac{s^3(3 + 2s)}{(1+s)^2} ds using Python. [/THOUGHT] [PYTHON] from sympy import *

s = symbols('s', positive=True, real=True)

The integrand after substitution

integrand = s**3 * (3 + 2*s) / (1+s)**2 integrand_simplified = simplify(integrand) print("Integrand:", integrand_simplified)

Compute the integral from 1 to 3

result = integrate(integrand, (s, 1, 3)) result_simplified = simplify(result) print("Integral result:", result_simplified)

Express in form p/q + ln(2)

Let's expand and see

result_expanded = expand(result_simplified) print("Expanded:", result_expanded)

Separate rational and logarithmic parts

result_rational = result_simplified.as_independent(ln(2))[0] result_log_coeff = result_simplified.coeff(ln(2)) print("Rational part:", result_rational) print("Coefficient of ln(2):", result_log_coeff)

If the form is p/q + ln(2), then coefficient of ln(2) should be 1

Let's rewrite

from sympy import apart print("\nAlternative approach:") print("Result =", result_simplified)

Check if it's in form a + b*ln(2)

a, b = result_simplified.as_independent(ln(2)) print("a =", a, ", b =", b) [/PYTHON]

Tool Output
[PYTHON OUTPUT] Integrand: s**3*(2*s + 3)/(s + 1)**2 Integral result: log(2) + 157/12 Expanded: log(2) + 157/12 Rational part: 157/12 Coefficient of ln(2): 1 Alternative approach: Result = log(2) + 157/12 a = 157/12 , b = log(2) [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The integral evaluates to 15712+ln2\frac{157}{12} + \ln 2.

So we have pq+ln2=15712+ln2\frac{p}{q} + \ln 2 = \frac{157}{12} + \ln 2, which means p=157p = 157 and q=12q = 12.

Therefore, p+q=157+12=169p + q = 157 + 12 = 169. [/THOUGHT]

\boxed{169}

Final Model Output
169

Comparative Analysis (P42) (Average across runs)

Avg Time Taken

Deepseek-V3.2
99.4
Llama-VARCO-8B-Instruct
79.8
Gemini-3-Pro-Preview
70.0
A.X-4.0 (72B)
62.6
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
EXAONE-4.0.1-32B (high)
6.5

Avg Token Usage

Gemini-3-Pro-Preview
13341.0
Claude-Opus-4.5
9394.0
Solar-Pro-2 (31B)(high)
8403.0
Grok-4.1-fast
7387.0
A.X-4.0 (72B)
5760.0
Deepseek-V3.2
5146.0
HCX-007(high)
4718.0
GPT-5.1 (high)
4687.0
EXAONE-4.0.1-32B (high)
4223.0
Llama-VARCO-8B-Instruct
3954.0