Let V be an inner product space. For a fixed vector v, in V, define T: V - R by T(v) = (v, v.). Prove that Tis a linear transformation. Let v, be a vector in inner product space V, and define T: V → R by T(v) = (v, v). Now suppose v and w are vectors in V. By the properties of the inner product, we have the following. T(v + w) = (---Select--- v --Select--- v) = (v, ---Select-- 1) + --Select-- v.-Select-- v) = T(v) + T(w) Next, suppose c is a scalar. By the properties of the inner product, we have the following. T(cv) = -Select--- v --Select-- v) = c ---Select--- ---Select--- v = cT(v) Therefore, T: V -R is a linear transformation.

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter6: Vector Spaces
Section6.4: Linear Transformations
Problem 34EQ
icon
Related questions
Question
Let V be an inner product space. For a fixed vector v, in V, define T: V → R by T(v) = (v, v). Prove that T is a linear transformation.
Let v, be a vector in inner product space V, and define T: V → R by T(v) = (v, v). Now suppose v and w are vectors in V. By the properties of the inner product, we have the following.
T(v + w) =
--Select-- v
--Select--- v
(v, ---Select--- v
---Select---
--Select--- v
+
= T(v) + T(w)
Next, suppose c is a scalar. By the properties of the inner product, we have the following.
T(cv)
= (---Select-- v
---Select---
= C
Select-- v
Select--- v
= cT(v)
Therefore, T: V → R is a linear transformation.
Transcribed Image Text:Let V be an inner product space. For a fixed vector v, in V, define T: V → R by T(v) = (v, v). Prove that T is a linear transformation. Let v, be a vector in inner product space V, and define T: V → R by T(v) = (v, v). Now suppose v and w are vectors in V. By the properties of the inner product, we have the following. T(v + w) = --Select-- v --Select--- v (v, ---Select--- v ---Select--- --Select--- v + = T(v) + T(w) Next, suppose c is a scalar. By the properties of the inner product, we have the following. T(cv) = (---Select-- v ---Select--- = C Select-- v Select--- v = cT(v) Therefore, T: V → R is a linear transformation.
Expert Solution
steps

Step by step

Solved in 2 steps with 1 images

Blurred answer