Problem Analysis #45

14.59s
3,768 toks
Problem Statement

Let aa be a positive real number, and consider the hyperbolax2a2y2a2=1,\dfrac{x^2}{a^2} - \dfrac{y^2}{a^2} = -1,whose foci are FF and FF'. Let PP be the point where the tangent to this hyperbola at (a,2a)(a, \sqrt{2}a) meets the yy-axis. Suppose thatPF×PF=8.\overline{PF} \times \overline{PF'} = 8.Find the value of aa. [3 points]If a2=/dfracpqa^2 = /dfrac{p}{q}, compute p+qp+q.\

Ground Truth
19
Execution Trace
Reasoning Process

[THOUGHT] We need to solve for a > 0 given the hyperbola: x^2/a^2 - y^2/a^2 = -1, which can be rewritten as y^2/a^2 - x^2/a^2 = 1. That's a vertical hyperbola centered at origin with semi-major axis a (vertical) and semi-minor axis a (horizontal). Actually standard form: y^2 / a^2 - x^2 / a^2 = 1. So it's a rectangular hyperbola? Wait, both denominators equal a^2, so asymptotes are y = ± x. But foci: for vertical hyperbola, c^2 = a^2 + b^2 = a^2 + a^2 = 2a^2, so c = a√2. Foci are at (0, ±c) = (0, ±a√2). So F and F' are (0, a√2) and (0, -a√2). However the problem says foci are F and F', but doesn't specify which is which. We'll keep them as (0, c) and (0, -c) with c = a√2.

Point on hyperbola: (a, √2 a). Check: y^2/a^2 - x^2/a^2 = (2a^2)/a^2 - a^2/a^2 = 2 - 1 = 1, yes.

Tangent line at (a, √2 a): For hyperbola y^2/a^2 - x^2/a^2 = 1, differentiate implicitly: (2y/a^2) dy - (2x/a^2) dx = 0 => dy/dx = (x)/(y). At (a, √2 a), slope m = a/(√2 a) = 1/√2.

Equation: y - √2 a = (1/√2)(x - a). Intersect with y-axis (x=0): y = √2 a + (1/√2)(-a) = √2 a - a/√2 = (2a/√2 - a/√2) = a/√2. So P = (0, a/√2).

Now PF = distance from P to F. F = (0, a√2). So PF = |a√2 - a/√2| = a|√2 - 1/√2| = a| (2/√2 - 1/√2) | = a| (1/√2) | = a/√2.

Similarly, PF' = distance from P to F' = | -a√2 - a/√2| = a| -√2 - 1/√2| = a| -(√2 + 1/√2)| = a(√2 + 1/√2) = a( (2/√2 + 1/√2) ) = a(3/√2) = 3a/√2.

Thus product PF × PF' = (a/√2) * (3a/√2) = 3a^2 / 2.

Given product = 8, so 3a^2 / 2 = 8 => a^2 = 16/3.

Thus a^2 = 16/3 = p/q, p=16, q=3, p+q = 19.

But let's verify with Python to avoid mistakes.

We'll compute tangent, intersection, distances, product, solve for a.

We'll use sympy to solve.

But first, ensure hyperbola equation is as given: x^2/a^2 - y^2/a^2 = -1 => y^2/a^2 - x^2/a^2 = 1.

Yes.

We'll do symbolic steps.

Let's write Python code to compute everything and solve.

We'll define a as symbol, find c = sqrt(2)*a, point (a, sqrt(2)*a), slope = derivative, tangent line equation, intersection with y-axis, distances PF, PF', product, solve product=8 for a>0.

Then compute a^2, express as fraction p/q, compute p+q.

Let's do it. </think>

[PYTHON] import sympy as sp

Define symbols

a = sp.symbols('a', positive=True, real=True) c = sp.sqrt(2) * a # focal distance

Point on hyperbola

x0 = a y0 = sp.sqrt(2) * a

Slope of tangent: dy/dx = x/y

slope = x0 / y0 # simplifies to a/(sqrt(2)*a) = 1/sqrt(2)

Equation of tangent line: y - y0 = slope*(x - x0)

x, y = sp.symbols('x y') tangent_eq = y - y0 - slope*(x - x0)

Intersection with y-axis: set x = 0

y_intercept = sp.solve(tangent_eq.subs(x, 0), y)[0]

Should be a/√2

print("P = (0, y_intercept):", (0, y_intercept)) print("Simplified y_intercept:", sp.simplify(y_intercept))

Distances PF and PF'

F1 = (0, c) F2 = (0, -c) PF = sp.sqrt((0 - 0)**2 + (y_intercept - c)**2) PF_prime = sp.sqrt((0 - 0)**2 + (y_intercept + c)**2) # since -c to y_intercept: y_intercept - (-c) = y_intercept + c

print("PF =", PF) print("PF' =", PF_prime) print("PF * PF' =", sp.simplify(PF * PF_prime))

Set product equal to 8 and solve for a

equation = sp.Eq(PF * PF_prime, 8) solutions = sp.solve(equation, a) print("Solutions for a:", solutions)

a > 0, take positive real solution

a_solution = [sol for sol in solutions if sol > 0][0] print("a =", a_solution) print("a^2 =", a_solution**2)

Express a^2 as rational p/q

a2_expr = sp.simplify(a_solution**2)

Convert to rational if possible

p, q = sp.fraction(a2_expr) print("p =", p, "q =", q) print("p + q =", p + q) [/PYTHON]

Tool Output
[PYTHON OUTPUT] P = (0, y_intercept): (0, sqrt(2)*a/2) Simplified y_intercept: sqrt(2)*a/2 PF = sqrt(2)*a/2 PF' = 3*sqrt(2)*a/2 PF * PF' = 3*a**2/2 Solutions for a: [4*sqrt(3)/3] a = 4*sqrt(3)/3 a^2 = 16/3 p = 16 q = 3 p + q = 19 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output gives a^2 = 16/3, so p = 16, q = 3, and p + q = 19.

\boxed{19}

Final Model Output
19

Comparative Analysis (P45) (Average across runs)

Avg Time Taken

Llama-VARCO-8B-Instruct
225.6
Gemini-3-Pro-Preview
217.5
Deepseek-V3.2
169.7
K-EXAONE-236B-A23B
148.6
Kanana-2-30B-Thinking
56.6
Grok-4.1-fast
42.5
Kanana-2-30B-Thinking-2601
35.5
HCX-007(high)
32.9
GPT-5.1 (high)
30.4
Solar-Pro-2 (31B)(high)
25.5
Claude-Opus-4.5
22.6
A.X-4.0 (72B)
21.5
Solar-Open-100B
21.4
K-EXAONE-236B-A23B
14.6
GPT-5.2 (high)
13.7
axk1
8.5
EXAONE-4.0.1-32B (high)
6.1

Avg Token Usage

K-EXAONE-236B-A23B
17716.7
Llama-VARCO-8B-Instruct
10782.0
Kanana-2-30B-Thinking
9932.0
Kanana-2-30B-Thinking-2601
9384.5
Gemini-3-Pro-Preview
6532.0
Grok-4.1-fast
6515.0
Solar-Open-100B
5934.0
Claude-Opus-4.5
5923.0
Solar-Pro-2 (31B)(high)
5755.0
Deepseek-V3.2
5330.0
GPT-5.1 (high)
4171.0
HCX-007(high)
4137.0
EXAONE-4.0.1-32B (high)
4027.0
K-EXAONE-236B-A23B
3768.0
GPT-5.2 (high)
3460.0
axk1
2999.0
A.X-4.0 (72B)
2112.0