Problem Analysis #42

28.67s
4,687 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] I'll define f, compute the tangent intersection distance expression t(s)=s f'(s), invert relationship via change of variables, and perform the integral symbolically with Python, then express result as p/q + ln 2 and compute p+q. [/THOUGHT] [PYTHON] import sympy as sp

s = sp.symbols('s', positive=True) x = sp.symbols('x', positive=True)

Define f and its derivative

f = sp.Rational(1,2)*x**2 - x + sp.log(1 + x) fp = sp.diff(f, x)

Check derivative sign for x>0 quickly (sample)

sample_vals = [0.1, 0.5, 1, 2, 5, 10] print("f'(x) at samples:") for val in sample_vals: print(val, float(fp.subs(x, val)))

Define t(s) = s f'(s)

t = s * fp.subs(x, s) t_simplified = sp.simplify(t) print("t(s) =", t_simplified)

Compute t'(s)

tprime = sp.diff(t_simplified, s) tprime_simplified = sp.simplify(tprime) print("t'(s) =", tprime_simplified)

Solve t(s) = 1/2 and t(s) = 27/4 to find s1, s2

eq1 = sp.Eq(t_simplified, sp.Rational(1,2)) eq2 = sp.Eq(t_simplified, sp.Rational(27,4)) s1_solutions = sp.solve(eq1, s) s2_solutions = sp.solve(eq2, s) print("Solutions for t=1/2:", s1_solutions) print("Solutions for t=27/4:", s2_solutions)

Filter positive solutions

s1_pos = [sol for sol in s1_solutions if sol.is_real and sol>0] s2_pos = [sol for sol in s2_solutions if sol.is_real and sol>0] print("Positive s1:", s1_pos) print("Positive s2:", s2_pos)

s1 = sp.simplify(s1_pos[0]) s2 = sp.simplify(s2_pos[0]) print("Chosen s1, s2:", s1, s2)

Now compute integral I = ∫_{1/2}^{27/4} g(t) dt

With t = t(s), g(t) = s, dt = t'(s) ds

So I = ∫_{s1}^{s2} s * t'(s) ds

I = sp.integrate(s * tprime_simplified, (s, s1, s2)) I_simplified = sp.simplify(I) print("Integral I =", I_simplified)

Express I in form p/q + ln(2)

p, q = sp.symbols('p q', rational=True)

Separate rational and log components

I_rational_part = sp.simplify(sp.nsimplify(I_simplified - sp.log(2))) print("I - ln(2) =", I_rational_part)

Now write I_rational_part as p/q exactly

I_rational_part_q = sp.nsimplify(I_rational_part) print("Rational part:", I_rational_part_q)

Extract numerator and denominator

p_val = sp.Rational(I_rational_part_q).p q_val = sp.Rational(I_rational_part_q).q print("p =", p_val, "q =", q_val, "p+q =", p_val + q_val) [/PYTHON]

Tool Output
[PYTHON OUTPUT] f'(x) at samples: 0.1 0.009090909090909038 0.5 0.16666666666666663 1 0.5 2 1.3333333333333333 5 4.166666666666667 10 9.090909090909092 t(s) = s**3/(s + 1) t'(s) = s**2*(2*s + 3)/(s**2 + 2*s + 1) Solutions for t=1/2: [1] Solutions for t=27/4: [3] Positive s1: [1] Positive s2: [3] Chosen s1, s2: 1 3 Integral I = log(2) + 157/12 I - ln(2) = 157/12 Rational part: 157/12 p = 157 q = 12 p+q = 169 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] Using the confirmed Python result, the integral equals log(2) + 157/12, so p=157 and q=12, giving p+q=169. \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