Math Problem Statement
Solution
To determine if the mapping defined by is linear, we need to examine the properties of linearity.
A function is considered linear if it satisfies the following two conditions:
- Additivity:
- Homogeneity of degree 1 (or scalar multiplication): for any scalar .
Let's test each condition:
-
Additivity: On the other hand, Since , this function does not satisfy the additivity condition.
-
Homogeneity: whereas Since , the function does not satisfy the homogeneity condition either.
Since both conditions are not met, the function is not linear. The correct answer is False.
Would you like more details or have any questions?
Here are some related questions that may deepen your understanding:
- What properties distinguish an affine function from a linear function?
- How would the answer change if the function was defined as ?
- Can a linear transformation have a constant term? Why or why not?
- How does the graph of a linear function differ from that of an affine function?
- What are real-world examples of linear and affine transformations?
Tip: A function with a non-zero constant term is usually affine, not linear.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Linear Transformations
Formulas
f(x + y) = f(x) + f(y)
f(cx) = c \cdot f(x)
Theorems
Linearity Conditions for Functions
Suitable Grade Level
Undergraduate
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