Math Problem Statement

linear algebra

Determine which of the following functions are one-to-one.

Solution

Let's analyze the functions one by one to determine which are one-to-one (injective). A function is one-to-one if different inputs always map to different outputs.

  • A. f:RRf: \mathbb{R} \to \mathbb{R}, defined by f(x)=x3xf(x) = x^3 - x: This function is not one-to-one. The function f(x)=x3xf(x) = x^3 - x has critical points at x=1,0,1x = -1, 0, 1, where the derivative f(x)=3x21f'(x) = 3x^2 - 1 equals zero. Also, f(x)f(x) maps multiple values of xx to the same output, such as f(1)=0f(1) = 0 and f(1)=0f(-1) = 0, so it fails the horizontal line test.

  • B. f:R2R2f: \mathbb{R}^2 \to \mathbb{R}^2, defined by f(x,y)=(x+y,2x+2y)f(x, y) = (x + y, 2x + 2y): This function is not one-to-one. Both components of the output are linear combinations of x+yx + y. This means that if x+yx + y is the same for different pairs (x,y)(x, y), the outputs will be the same. For example, f(1,0)=f(0,1)=(1,2)f(1, 0) = f(0, 1) = (1, 2), so it’s not injective.

  • C. f:R2R2f: \mathbb{R}^2 \to \mathbb{R}^2, defined by f(x,y)=(x+y,xy)f(x, y) = (x + y, x - y): This function is one-to-one. To see this, consider two distinct inputs (x1,y1)(x_1, y_1) and (x2,y2)(x_2, y_2). If f(x1,y1)=f(x2,y2)f(x_1, y_1) = f(x_2, y_2), then: x1+y1=x2+y2andx1y1=x2y2.x_1 + y_1 = x_2 + y_2 \quad \text{and} \quad x_1 - y_1 = x_2 - y_2. Solving these two equations, we find that x1=x2x_1 = x_2 and y1=y2y_1 = y_2, so the function is injective.

  • D. f:R3R3f: \mathbb{R}^3 \to \mathbb{R}^3, defined by f(x,y,z)=(xy,yz,xz)f(x, y, z) = (x - y, y - z, x - z): This function is one-to-one. Similarly, if f(x1,y1,z1)=f(x2,y2,z2)f(x_1, y_1, z_1) = f(x_2, y_2, z_2), we would get: x1y1=x2y2,y1z1=y2z2,x1z1=x2z2.x_1 - y_1 = x_2 - y_2, \quad y_1 - z_1 = y_2 - z_2, \quad x_1 - z_1 = x_2 - z_2. Solving these linear equations gives x1=x2x_1 = x_2, y1=y2y_1 = y_2, and z1=z2z_1 = z_2, so the function is injective.

  • E. f:RRf: \mathbb{R} \to \mathbb{R}, defined by f(x)=x3f(x) = x^3: This function is one-to-one. The derivative f(x)=3x2f'(x) = 3x^2 is always positive (except at x=0x = 0, where it is zero), meaning the function is strictly increasing, and thus injective.

Final Answer:

  • C. and D. are correct choices, which are indeed one-to-one functions.

Would you like further clarifications or details? Here are some follow-up questions:

  1. Can you explain why the derivative helps in determining if a function is one-to-one?
  2. What does it mean for a function to pass the horizontal line test?
  3. How would you check if a function from RnRm\mathbb{R}^n \to \mathbb{R}^m is one-to-one in general?
  4. Why are the linear combinations in B problematic for injectivity?
  5. Can a non-linear function be one-to-one?

Tip: For polynomial functions like those in options A and E, checking the derivative is a quick way to see if the function is strictly increasing or decreasing, which implies it is one-to-one.

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Math Problem Analysis

Mathematical Concepts

Injectivity
Functions
Linear Algebra
Real Analysis

Formulas

f'(x) = 3x^2 - 1 (derivative for checking monotonicity)
Systems of linear equations for injectivity check: x_1 + y_1 = x_2 + y_2, x_1 - y_1 = x_2 - y_2

Theorems

Horizontal line test
Injective function property

Suitable Grade Level

Undergraduate (Linear Algebra or Advanced Calculus)