Problem Analysis #44

A.X-4.0 (72B) · Run 1

39.74s
3,217 toks
Problem Statement

Let f(x)f(x) be an increasing continuous function on the entire real line, and let f−1(x)f^{-1}(x) be its inverse function. The function f−1(x)f^{-1}(x) satisfies the following conditions:\begin{center}\fbox{\begin{minipage}{0.9\textwidth}(A) For ∣x∣≤1|x| \leq 1,

4(f−1(x))2=x2(x2−5)2.4 \left(f^{-1}(x)\right)^2 = x^2(x^2 - 5)^2.

(B) For ∣x∣>1|x| > 1,

∣f−1(x)∣=e∣x∣−1+1.\left|f^{-1}(x)\right| = e^{|x|-1} + 1.

\end{minipage}}\end{center}For a real number mm, let g(m)g(m) denote the number of intersection points between the line of slope mm passing through (1,0)(1,0) and the curve y=f(x)y = f(x). Suppose that g(m)g(m) is discontinuous at m=am = a and m=bm = b with a<ba < b. Evaluate

g(a)×(lim⁡m→a+g(m))+g(b)×(ln⁡bb)2.g(a) \times \left(\lim_{m \to a^+} g(m)\right)+ g(b) \times \left( \frac{\ln b}{b} \right)^{2}.

(Here, you may use lim⁡x→∞ln⁡xx=0\displaystyle\lim_{x \to \infty} \dfrac{\ln x}{x} = 0.) [4 points]\

Ground Truth
11
Execution Trace
Reasoning Process

[THOUGHT] To solve this problem, we need to analyze the function f(x)f(x) and its inverse f−1(x)f^{-1}(x) to determine where the line of slope mm passing through the point (1,0)(1,0) intersects the curve y=f(x)y = f(x). The number of intersections g(m)g(m) will change discontinuously at certain slopes m=am = a and m=bm = b.

First, we analyze f−1(x)f^{-1}(x) for ∣x∣≤1|x| \leq 1:

4(f−1(x))2=x2(x2−5)24 \left(f^{-1}(x)\right)^2 = x^2(x^2 - 5)^2

This implies f−1(x)=±x(x2−5)2f^{-1}(x) = \pm \frac{x(x^2 - 5)}{2}. Since f(x)f(x) is increasing, f−1(x)f^{-1}(x) must also be increasing, so we take the positive branch:

f−1(x)=x(x2−5)2f^{-1}(x) = \frac{x(x^2 - 5)}{2}

For ∣x∣>1|x| > 1:

∣f−1(x)∣=e∣x∣−1+1\left|f^{-1}(x)\right| = e^{|x|-1} + 1

This means:

f−1(x)={ex−1+1if x>1−(e−x−1+1)if x<−1f^{-1}(x) = \begin{cases} e^{x-1} + 1 & \text{if } x > 1 \\ -(e^{-x-1} + 1) & \text{if } x < -1 \end{cases}

Next, we find f(x)f(x). Since ff and f−1f^{-1} are inverses, we have: For ∣x∣≤1|x| \leq 1:

x=f(x)(f(x)2−5)2x = \frac{f(x)(f(x)^2 - 5)}{2}

Solving this gives us the potential form of f(x)f(x).

For x>1x > 1:

x=ef(x)−1+1x = e^{f(x)-1} + 1

Solving for f(x)f(x):

x−1=ef(x)−1x - 1 = e^{f(x)-1} ln⁡(x−1)=f(x)−1\ln(x-1) = f(x) - 1 f(x)=ln⁡(x−1)+1f(x) = \ln(x-1) + 1

For x<−1x < -1:

x=−(e−f(x)−1+1)x = -(e^{-f(x)-1} + 1) −x−1=e−f(x)−1-x - 1 = e^{-f(x)-1} ln⁡(−x−1)=−f(x)−1\ln(-x-1) = -f(x) - 1 f(x)=−ln⁡(−x−1)−1f(x) = -\ln(-x-1) - 1

Now, consider the line passing through (1,0)(1,0) with slope mm:

y=m(x−1)y = m(x-1)

We need to find the intersections of this line with y=f(x)y = f(x).

For ∣f(x)∣≤1|f(x)| \leq 1, we have:

m(x−1)=x(x2−5)2m(x-1) = \frac{x(x^2 - 5)}{2} 2m(x−1)=x(x2−5)2m(x-1) = x(x^2 - 5) 2mx−2m=x3−5x2mx - 2m = x^3 - 5x x3−2mx−5x+2m=0x^3 - 2mx - 5x + 2m = 0 x3−(2m+5)x+2m=0x^3 - (2m+5)x + 2m = 0

For x>1x > 1:

m(x−1)=ln⁡(x−1)+1m(x-1) = \ln(x-1) + 1 mx−m=ln⁡(x−1)+1mx - m = \ln(x-1) + 1 mx−ln⁡(x−1)=m+1mx - \ln(x-1) = m + 1

For x<−1x < -1:

m(x−1)=−ln⁡(−x−1)−1m(x-1) = -\ln(-x-1) - 1 mx−m=−ln⁡(−x−1)−1mx - m = -\ln(-x-1) - 1 mx+ln⁡(−x−1)=m−1mx + \ln(-x-1) = m - 1

To find where g(m)g(m) is discontinuous, we look for values of mm where the line tangentially touches y=f(x)y = f(x) or changes the number of intersections.

  1. For x>1x > 1: The line y=m(x−1)y = m(x-1) is tangent to y=ln⁡(x−1)+1y = \ln(x-1) + 1 when their derivatives are equal:
m=ddx(ln⁡(x−1)+1)=1x−1m = \frac{d}{dx} (\ln(x-1) + 1) = \frac{1}{x-1}

Solving m(x−1)=ln⁡(x−1)+1m(x-1) = \ln(x-1) + 1 with m=1x−1m = \frac{1}{x-1}:

x−1x−1=ln⁡(x−1)+1\frac{x-1}{x-1} = \ln(x-1) + 1 1=ln⁡(x−1)+11 = \ln(x-1) + 1 ln⁡(x−1)=0\ln(x-1) = 0 x−1=1x-1 = 1 x=2x = 2

Substituting x=2x = 2 back:

m=12−1=1m = \frac{1}{2-1} = 1

For m=1m = 1, the line is tangent to the curve at x=2x = 2, so g(1)=1g(1) = 1 and lim⁡m→1+g(m)=2\lim_{m \to 1^+} g(m) = 2.

  1. For x<−1x < -1: The line y=m(x−1)y = m(x-1) is tangent to y=−ln⁡(−x−1)−1y = -\ln(-x-1) - 1 when their derivatives are equal:
m=ddx(−ln⁡(−x−1)−1)=1x+1m = \frac{d}{dx} (-\ln(-x-1) - 1) = \frac{1}{x+1}

Solving m(x−1)=−ln⁡(−x−1)−1m(x-1) = -\ln(-x-1) - 1 with m=1x+1m = \frac{1}{x+1}:

x−1x+1=−ln⁡(−x−1)−1\frac{x-1}{x+1} = -\ln(-x-1) - 1

For large ∣x∣|x|, x−1x+1≈1\frac{x-1}{x+1} \approx 1, and −ln⁡(−x−1)≈−ln⁡(−x)-\ln(-x-1) \approx -\ln(-x), so:

1=−ln⁡(−x)−11 = -\ln(-x) - 1 ln⁡(−x)=−2\ln(-x) = -2 −x=e−2-x = e^{-2} x=−e−2x = -e^{-2}

Substituting x=−e−2x = -e^{-2}:

m=1−e−2+1=11−e−2m = \frac{1}{-e^{-2}+1} = \frac{1}{1 - e^{-2}}

For m=11−e−2m = \frac{1}{1 - e^{-2}}, the line is tangent to the curve at x=−e−2x = -e^{-2}, so g(11−e−2)=1g\left(\frac{1}{1 - e^{-2}}\right) = 1 and lim⁡m→(11−e−2)+g(m)=2\lim_{m \to \left(\frac{1}{1 - e^{-2}}\right)^+} g(m) = 2.

Finally, evaluating the expression:

g(a)×(lim⁡m→a+g(m))+g(b)×(ln⁡bb)2g(a) \times \left(\lim_{m \to a^+} g(m)\right) + g(b) \times \left( \frac{\ln b}{b} \right)^{2}

where a=1a = 1 and b=11−e−2b = \frac{1}{1 - e^{-2}}.

g(1)×(lim⁡m→1+g(m))=1×2=2g(1) \times \left(\lim_{m \to 1^+} g(m)\right) = 1 \times 2 = 2 g(b)×(ln⁡bb)2=1×(ln⁡(11−e−2)11−e−2)2g(b) \times \left( \frac{\ln b}{b} \right)^{2} = 1 \times \left( \frac{\ln \left( \frac{1}{1 - e^{-2}} \right)}{\frac{1}{1 - e^{-2}}} \right)^{2} =((1−e−2)ln⁡(11−e−2))2= \left( (1 - e^{-2}) \ln \left( \frac{1}{1 - e^{-2}} \right) \right)^{2} =((1−e−2)(−ln⁡(1−e−2)))2= \left( (1 - e^{-2}) (-\ln(1 - e^{-2})) \right)^{2} =((1−e−2)ln⁡(11−e−2))2= \left( (1 - e^{-2}) \ln \left( \frac{1}{1 - e^{-2}} \right) \right)^{2} =((1−e−2)ln⁡(11−e−2))2= \left( (1 - e^{-2}) \ln \left( \frac{1}{1 - e^{-2}} \right) \right)^{2} =((1−e−2)(e−21−e−2+O(e−4)))2= \left( (1 - e^{-2}) \left( \frac{e^{-2}}{1 - e^{-2}} + O(e^{-4}) \right) \right)^{2} =(e−2+O(e−4))2= (e^{-2} + O(e^{-4}))^{2} =e−4+O(e−6)= e^{-4} + O(e^{-6}) ≈e−4\approx e^{-4}

Since e−4≈0.018319e^{-4} \approx 0.018319 is very small, it can be approximated as 0 for the purpose of this problem.

Thus, the final answer is:

2+0=22 + 0 = 2 2\boxed{2}
Final Model Output
2

Comparative Analysis (P44) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
1215.4
Deepseek-V3.2
975.6
Grok-4.1-fast
593.1
K-EXAONE-236B-A23B
577.9
GPT-5.1 (high)
541.5
Solar-Open-100B
413.3
Claude-Opus-4.5
411.3
Llama-VARCO-8B-Instruct
390.9
Kanana-2-30B-Thinking
299.1
Kanana-2-30B-Thinking-2601
223.0
Gemini-3-Pro-Preview
196.4
GPT-5.2 (high)
194.4
Solar-Pro-2 (31B)(high)
157.7
A.X-4.0 (72B)
39.7
HCX-007(high)
25.3
EXAONE-4.0.1-32B (high)
24.1

Avg Token Usage

Claude-Opus-4.5
111,449
K-EXAONE-236B-A23B
109,949
Grok-4.1-fast
96,753
K-EXAONE-236B-A23B
75,673
Solar-Open-100B
61,460
Kanana-2-30B-Thinking-2601
39,629
Kanana-2-30B-Thinking
36,070
GPT-5.1 (high)
33,459
Deepseek-V3.2
29,214
Gemini-3-Pro-Preview
22,016
Llama-VARCO-8B-Instruct
20,708
Solar-Pro-2 (31B)(high)
18,795
GPT-5.2 (high)
14,552
EXAONE-4.0.1-32B (high)
9,373
HCX-007(high)
3,907
A.X-4.0 (72B)
3,217