Math Problem Statement

Prove that the function L(f) = f' + f is a linear mapping between real vector spaces.

Solution

In this exercise, we are tasked with proving that the function L:V1V1L: V_1 \to V_1, defined by L(f)=f+fL(f) = f' + f, is a linear mapping between real vector spaces. Let’s analyze the problem and tackle the question step-by-step.

Problem Breakdown:

  1. Space Definition:

    • C(R)C_\infty(\mathbb{R}) represents the real vector space of all functions from R\mathbb{R} to R\mathbb{R} that can be differentiated any number of times.
    • V1V_1 is a subspace of CC_\infty generated by the functions ete^t, ete^{-t}, cos(t)\cos(t), and sin(t)\sin(t). These functions form a basis for V1V_1 and are linearly independent.
  2. Function Definition:

    • The mapping LL is defined as L(f)=f+fL(f) = f' + f, where ff' denotes the derivative of ff.
  3. Goal:

    • To show that LL is a linear mapping. For a function to be linear, it must satisfy the following properties for any functions f,gV1f, g \in V_1 and any scalar cRc \in \mathbb{R}:
      • Additivity: L(f+g)=L(f)+L(g)L(f + g) = L(f) + L(g)
      • Homogeneity: L(cf)=cL(f)L(c \cdot f) = c \cdot L(f)

Solution Steps:

  1. Additivity Check: L(f+g)=(f+g)+(f+g)L(f + g) = (f + g)' + (f + g) Using the linearity of differentiation: =f+g+f+g=(f+f)+(g+g)=L(f)+L(g)= f' + g' + f + g = (f' + f) + (g' + g) = L(f) + L(g) Therefore, L(f+g)=L(f)+L(g)L(f + g) = L(f) + L(g), satisfying additivity.

  2. Homogeneity Check: L(cf)=(cf)+cfL(c \cdot f) = (c \cdot f)' + c \cdot f Again, applying the property of differentiation with a constant: =cf+cf=c(f+f)=cL(f)= c \cdot f' + c \cdot f = c \cdot (f' + f) = c \cdot L(f) Thus, L(cf)=cL(f)L(c \cdot f) = c \cdot L(f), satisfying homogeneity.

Conclusion:

Since both properties (additivity and homogeneity) hold, LL is a linear mapping between real vector spaces.

Would you like a deeper explanation of each property or have questions about other aspects of this proof?


Related Questions:

  1. How would we find the matrix representation of LL with respect to the basis {et,et,cos(t),sin(t)}\{ e^t, e^{-t}, \cos(t), \sin(t) \}?
  2. What would happen to LL if we changed the basis of V1V_1?
  3. Can we determine the eigenvalues and eigenvectors of LL in V1V_1?
  4. How can we interpret the linear map LL geometrically in V1V_1?
  5. How would this approach change if L(f)L(f) were defined as fff' - f instead?

Tip:

When proving linearity, remember to check both additivity and homogeneity as they ensure the function respects vector space structure.

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Math Problem Analysis

Mathematical Concepts

Linear transformations
Differentiation
Real vector spaces
Basis and subspaces

Formulas

L(f) = f' + f

Theorems

Properties of linear transformations (additivity and homogeneity)

Suitable Grade Level

Undergraduate level (Linear Algebra and Differential Calculus)