Math Problem Statement
Consider two vectors x, y ∈ R" Consider the inequality ||x + y|| ^ 2 <= m * ||x|| ^ 2 + m * ||y|| ^ 2 where ||-|| denotes the Euclidean norm and m∈R The inequality is clearly true if x = y = 0 But we are interested in the general case. Which of the following values of m makes inequality hold for all x and y
m >= 1
m = 4
m < 2
m = 1
m >= 2
Solution
To solve the problem, let's start by expanding the left-hand side of the inequality and compare it with the right-hand side.
Step 1: Expand
Given: We can expand using the definition of the Euclidean norm:
So the inequality becomes:
Step 2: Simplify the inequality
Rearrange the terms:
Step 3: Analyze the inequality
For the inequality to hold for all vectors and , we need to consider the Cauchy-Schwarz inequality, which states: Thus, the inequality becomes: Now compare this with the right-hand side of our inequality: We see that for this inequality to hold for all and , it is necessary that: This gives us:
But since is not one of the options, we need to consider the closest values.
Step 4: Consider the given options
The option includes and higher, so it's a valid candidate.
Let's check the boundary case : Given the equality condition , the Cauchy-Schwarz inequality might give equality, so is the minimal value that works.
Conclusion:
The smallest value of that makes the inequality hold for all and is .
The correct choice is:
Do you want more details or have any questions?
Here are 5 related questions to consider:
- How does the Cauchy-Schwarz inequality relate to this problem?
- Can we derive similar inequalities with different norms, such as the norm?
- How does the value of change if we modify the dimension of the vectors?
- What geometric interpretation can we give to the inequality ?
- What role does the triangle inequality play in determining ?
Tip: Always check edge cases (like or ) when dealing with inequalities involving vector norms.
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Math Problem Analysis
Mathematical Concepts
Euclidean norm
Cauchy-Schwarz inequality
Formulas
-
Theorems
Cauchy-Schwarz inequality
Suitable Grade Level
Advanced Mathematics
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