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 x+y2||x + y||^2 and compare it with the right-hand side.

Step 1: Expand x+y2||x + y||^2

Given: x+y2mx2+my2||x + y||^2 \leq m \cdot ||x||^2 + m \cdot ||y||^2 We can expand x+y2||x + y||^2 using the definition of the Euclidean norm: x+y2=(x+y)(x+y)||x + y||^2 = (x + y) \cdot (x + y) =xx+2xy+yy= x \cdot x + 2x \cdot y + y \cdot y =x2+2(xy)+y2= ||x||^2 + 2(x \cdot y) + ||y||^2

So the inequality becomes: x2+2(xy)+y2mx2+my2||x||^2 + 2(x \cdot y) + ||y||^2 \leq m \cdot ||x||^2 + m \cdot ||y||^2

Step 2: Simplify the inequality

Rearrange the terms: 2(xy)(m1)x2+(m1)y22(x \cdot y) \leq (m - 1) \cdot ||x||^2 + (m - 1) \cdot ||y||^2 2(xy)(m1)(x2+y2)2(x \cdot y) \leq (m - 1)(||x||^2 + ||y||^2)

Step 3: Analyze the inequality

For the inequality to hold for all vectors xx and yy, we need to consider the Cauchy-Schwarz inequality, which states: xyxy|x \cdot y| \leq ||x|| \cdot ||y|| Thus, the inequality becomes: 2xy2xy2x2y22|x \cdot y| \leq 2||x|| \cdot ||y|| \leq 2 \cdot \sqrt{||x||^2 \cdot ||y||^2} Now compare this with the right-hand side of our inequality: 2xy(m1)(x2+y2)2||x|| \cdot ||y|| \leq (m - 1)(||x||^2 + ||y||^2) We see that for this inequality to hold for all xx and yy, it is necessary that: m12m - 1 \geq 2 This gives us: m3m \geq 3

But since m3m \geq 3 is not one of the options, we need to consider the closest values.

Step 4: Consider the given options

The option m2m \geq 2 includes m=3m = 3 and higher, so it's a valid candidate.

Let's check the boundary case m=2m = 2: 2(xy)1(x2+y2)2(x \cdot y) \leq 1 \cdot (||x||^2 + ||y||^2) Given the equality condition x=yx = y, the Cauchy-Schwarz inequality might give equality, so m=2m = 2 is the minimal value that works.

Conclusion:

The smallest value of mm that makes the inequality hold for all xx and yy is m2m \geq 2.

The correct choice is:

  • m2m \geq 2

Do you want more details or have any questions?

Here are 5 related questions to consider:

  1. How does the Cauchy-Schwarz inequality relate to this problem?
  2. Can we derive similar inequalities with different norms, such as the L1L_1 norm?
  3. How does the value of mm change if we modify the dimension of the vectors?
  4. What geometric interpretation can we give to the inequality x+y2m(x2+y2)||x + y||^2 \leq m(||x||^2 + ||y||^2)?
  5. What role does the triangle inequality play in determining mm?

Tip: Always check edge cases (like x=yx = y or x=yx = -y) 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