Math Problem Statement
- a) x · x b) x · x · x c) (x · x) · x d) (x · x)x e) (x + 2y) · y f) Ax
Solution
Let's solve the given vector operations step by step, keeping in mind the rules of dot products and matrix-vector multiplication.
48a.
The dot product of a vector with itself is:
This results in a scalar value that represents the squared magnitude (or length) of the vector .
Thus, is the squared length of .
48b.
This is nonsense because the dot product is a binary operation that produces a scalar, and you cannot take the dot product of a scalar with a vector. Once is computed, it results in a scalar, and you can't dot this scalar with another vector .
Thus, is nonsense.
48c.
This is also nonsense. The dot product results in a scalar, and you cannot take the dot product of a scalar with a vector.
Thus, is nonsense.
48d.
Here, results in a scalar (let's call it ), so this expression is the scalar multiplication of vector by :
This operation scales the vector by the scalar , which is the squared magnitude of .
Thus, is a vector in the same direction as , scaled by the squared magnitude of .
48e. ( (\mathbf{x} + 2\mathbf{y}) \cd
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Math Problem Analysis
Mathematical Concepts
Vector Algebra
Dot Product
Scalar Multiplication
Matrix-Vector Multiplication
Formulas
Dot product: x · x = x1^2 + x2^2 + x3^2
Scalar multiplication: (x · x) · x = scalar * x
Matrix-vector multiplication: A * x
Theorems
Dot Product Theorem
Properties of Scalar Multiplication
Matrix-Vector Multiplication
Suitable Grade Level
Grades 11-12