Problem Analysis #14

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5,226 toks
Problem Statement

Let R\mathbb{R} denote the set of all real numbers. Let z1=1+2iz_1 = 1 + 2i and z2=3iz_2 = 3i be two complex numbers, where i=1i = \sqrt{-1}. LetS={(x,y)R×R:x+iyz1=2x+iyz2}.S = \{(x, y) \in \mathbb{R} \times \mathbb{R} : |x + iy - z_1| = 2|x + iy - z_2|\}.If the circle SS has centre (x0,y0)(x_0, y_0) and radius rr, find the value of 9(x0+y0)r29(x_0 + y_0)r^2.\

Ground Truth
24
Execution Trace
Reasoning Process

[THOUGHT] The set S is defined by |z - z1| = 2 |z - z2|, where z = x + i y, z1 = 1 + 2i, z2 = 3i. Square both sides to get |z - z1|^2 = 4 |z - z2|^2. Expand and simplify to the equation of a circle, then complete the square or use sympy to find center (h,k) and radius r. Compute 9(h + k) r^2. Use sympy for algebraic manipulation to verify. [/THOUGHT] [PYTHON] from sympy import symbols, expand, Eq, solve, sqrt, I, re, im, Abs

x, y = symbols('x y', real=True) z = x + Iy z1 = 1 + 2I z2 = 3*I

eq = Abs(z - z1)**2 - 4 * Abs(z - z2)**2 expanded = expand(eq)

Collect terms

coeff_x2 = expanded.coeff(x2) coeff_y2 = expanded.coeff(y2) coeff_x = expanded.coeff(x) coeff_y = expanded.coeff(y) const = expanded.subs({x:0, y:0})

print("Expanded equation:", expanded) print("To standard form, divide by coeff_x2 (should be -3):")

Standard circle: x^2 + y^2 + D x + E y + F = 0

Center (-D/2, -E/2), r^2 = (D/2)^2 + (E/2)^2 - F

From earlier manual: after moving, 3x^2 + 3y^2 +2x -20y +31=0

Divide by 3: x^2 + y^2 + (2/3)x - (20/3)y + 31/3 =0

D=2/3, E=-20/3, F=31/3

h = -D/2 = -1/3, k= -E/2 = 10/3

r2 = (D/2)^2 + (E/2)^2 - F = (1/3)^2 + (-10/3)^2 - 31/3 = 1/9 + 100/9 - 93/9 = 8/9

D = 2/3 E = -20/3 F = 31/3 h = -D/2 k = -E/2 r2 = (D/2)**2 + (E/2)**2 - F result = 9 * (h + k) * r2 print("h:", h) print("k:", k) print("r^2:", r2) print("h+k:", h+k) print("9(h+k)r^2:", result) [/PYTHON]

Tool Output
[PYTHON OUTPUT] Expanded equation: -3*x**2 - 2*x - 3*y**2 + 20*y - 31 To standard form, divide by coeff_x2 (should be -3): h: -0.3333333333333333 k: 3.3333333333333335 r^2: 0.8888888888888893 h+k: 3.0 9(h+k)r^2: 24.00000000000001 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output confirms h + k = 3 and r² ≈ 0.8889 = 8/9, so 9 * 3 * (8/9) = 24 exactly. [/THOUGHT] \boxed{24}

Explanation

The reasoning begins by recognizing that S represents the set of points z = x + iy satisfying |z - z1| = 2 |z - z2|, which describes a circle as the Apollonius circle for the ratio 2:1 between distances to z1 and z2. To derive the circle's equation, square both sides: |z - z1|^2 = 4 |z - z2|^2. Substituting z = x + iy, z1 = 1 + 2i, and z2 = 3i yields (x - 1)^2 + (y - 2)^2 = 4 [x^2 + (y - 3)^2]. Expanding both sides gives x^2 - 2x + 1 + y^2 - 4y + 4 = 4(x^2 + y^2 - 6y + 9), simplifying to x^2 - 2x + y^2 - 4y + 5 = 4x^2 + 4y^2 - 24y + 36. Rearranging terms results in 0 = 3x^2 + 3y^2 + 2x - 20y + 31, or dividing by 3: x^2 + y^2 + (2/3)x - (20/3)y + 31/3 = 0. This is the standard circle equation x^2 + y^2 + Dx + Ey + F = 0, where D = 2/3, E = -20/3, and F = 31/3. The center is (h, k) = (-D/2, -E/2) = (-1/3, 10/3), so h + k = -1/3 + 10/3 = 9/3 = 3. The radius squared is r^2 = (D/2)^2 + (E/2)^2 - F = (1/3)^2 + (-10/3)^2 - 31/3 = 1/9 + 100/9 - 93/9 = 8/9. Thus, 9(h + k)r^2 = 9 * 3 * (8/9) = 24. The Python code verifies this through symbolic expansion and computation, confirming the values and result.

Final Model Output
24

Comparative Analysis (P14) (Average across runs)

Avg Time Taken

HCX-007(high)
96.2
Solar-Pro-2 (31B)(high)
66.9
Llama-VARCO-8B-Instruct
43.0
Deepseek-V3.2
38.4
Gemini-3-Pro-Preview
36.2
EXAONE-4.0.1-32B (high)
29.6
A.X-4.0 (72B)
24.4
Claude-Opus-4.5
16.7
GPT-5.1 (high)
15.7
Grok-4.1-fast
12.9

Avg Token Usage

HCX-007(high)
11562.0
Solar-Pro-2 (31B)(high)
10594.0
Gemini-3-Pro-Preview
7047.0
Grok-4.1-fast
5226.0
Claude-Opus-4.5
4775.0
Deepseek-V3.2
4327.0
GPT-5.1 (high)
4188.0
A.X-4.0 (72B)
2271.0
Llama-VARCO-8B-Instruct
2059.0
EXAONE-4.0.1-32B (high)
1826.0