Is x^4 + y^4 > z^4? x^2 + y^2 > z^2 x + y > z...
GMAT Data Sufficiency : (DS) Questions
Is \(\mathrm{x}^4 + \mathrm{y}^4 > \mathrm{z}^4\)?
- \(\mathrm{x}^2 + \mathrm{y}^2 > \mathrm{z}^2\)
- \(\mathrm{x} + \mathrm{y} > \mathrm{z}\)
Understanding the Question
We need to determine whether \(\mathrm{x}^4 + \mathrm{y}^4 > \mathrm{z}^4\).
This is a yes/no question. For sufficiency, we need to be able to definitively answer either "yes, \(\mathrm{x}^4 + \mathrm{y}^4\) is always greater than \(\mathrm{z}^4\)" or "no, \(\mathrm{x}^4 + \mathrm{y}^4\) is not always greater than \(\mathrm{z}^4\)" based on the given information.
Key Insights
The crucial insight is understanding how powers behave for different ranges of numbers:
- For numbers greater than 1: Higher powers magnify values dramatically
- For fractions between 0 and 1: Higher powers shrink values dramatically
- This creates scenarios where an inequality at one power level might flip at another power level
Analyzing Statement 1
Statement 1 tells us: \(\mathrm{x}^2 + \mathrm{y}^2 > \mathrm{z}^2\)
Let's think about what this means for fourth powers. When we raise numbers to the fourth power, we're essentially squaring their squares. The key question is: Can we have \(\mathrm{x}^2 + \mathrm{y}^2 > \mathrm{z}^2\) but \(\mathrm{x}^4 + \mathrm{y}^4 \leq \mathrm{z}^4\)?
Testing Different Scenarios
Let's explore this systematically:
Scenario 1 - Small fractions: Consider \(\mathrm{x} = 0.5, \mathrm{y} = 0.5, \mathrm{z} = 0.7\)
- Checking Statement 1: \((0.5)^2 + (0.5)^2 = 0.25 + 0.25 = 0.5\), while \((0.7)^2 = 0.49\)
- We have \(0.5 > 0.49\) ✓ (Statement 1 satisfied)
- For the question: \((0.5)^4 + (0.5)^4 = 0.0625 + 0.0625 = 0.125\), while \((0.7)^4 = 0.2401\)
- We get \(0.125 < 0.2401\) → Answer is NO
Scenario 2 - Larger numbers: Consider \(\mathrm{x} = 3, \mathrm{y} = 4, \mathrm{z} = 4\)
- Checking Statement 1: \(3^2 + 4^2 = 9 + 16 = 25\), while \(4^2 = 16\)
- We have \(25 > 16\) ✓ (Statement 1 satisfied)
- For the question: \(3^4 + 4^4 = 81 + 256 = 337\), while \(4^4 = 256\)
- We get \(337 > 256\) → Answer is YES
Conclusion
Since we can get both YES and NO answers while satisfying Statement 1, Statement 1 is NOT sufficient.
[STOP - Not Sufficient!] This eliminates choices A and D.
Analyzing Statement 2
Now let's forget Statement 1 completely and analyze Statement 2 independently.
Statement 2 tells us: \(\mathrm{x} + \mathrm{y} > \mathrm{z}\)
This gives us information about the sum at the first power level, but tells us nothing definitive about what happens at the fourth power level.
Testing Different Scenarios
Scenario 1 - Small numbers that barely exceed z: Consider \(\mathrm{x} = 2, \mathrm{y} = 3, \mathrm{z} = 4\)
- Checking Statement 2: \(2 + 3 = 5 > 4\) ✓
- For the question: \(2^4 + 3^4 = 16 + 81 = 97\), while \(4^4 = 256\)
- We get \(97 < 256\) → Answer is NO
Scenario 2 - Large numbers relative to z: Consider \(\mathrm{x} = 5, \mathrm{y} = 5, \mathrm{z} = 1\)
- Checking Statement 2: \(5 + 5 = 10 > 1\) ✓
- For the question: \(5^4 + 5^4 = 625 + 625 = 1250\), while \(1^4 = 1\)
- We get \(1250 > 1\) → Answer is YES
Conclusion
Since we can get both YES and NO answers while satisfying Statement 2, Statement 2 is NOT sufficient.
[STOP - Not Sufficient!] This eliminates choice B (and confirms D is already eliminated).
Combining Statements
Since neither statement alone is sufficient, let's see if using both statements together provides sufficiency.
Combined, we know: \(\mathrm{x}^2 + \mathrm{y}^2 > \mathrm{z}^2\) AND \(\mathrm{x} + \mathrm{y} > \mathrm{z}\)
The critical question: Do these two conditions together force a consistent answer to our question?
Testing with Both Conditions
Let's use our fraction example again: \(\mathrm{x} = 0.5, \mathrm{y} = 0.5, \mathrm{z} = 0.7\)
- Statement 1: \((0.5)^2 + (0.5)^2 = 0.5 > 0.49\) ✓
- Statement 2: \(0.5 + 0.5 = 1 > 0.7\) ✓
- Question: \(0.125 < 0.2401\) → Answer is NO
And our larger number example: \(\mathrm{x} = 3, \mathrm{y} = 4, \mathrm{z} = 4\)
- Statement 1: \(25 > 16\) ✓
- Statement 2: \(7 > 4\) ✓
- Question: \(337 > 256\) → Answer is YES
Key Understanding
Even with both statements satisfied, we still get different answers. The fundamental issue remains: the behavior of fourth powers depends critically on whether we're dealing with fractions or numbers greater than 1, and both statements can be satisfied in either regime.
The statements together are NOT sufficient.
[STOP - Not Sufficient!] This eliminates choice C.
The Answer: E
The statements together are not sufficient because we can construct examples satisfying both conditions that lead to different answers to our question.
Answer Choice E: "The statements together are not sufficient."