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Use the transpose definition of the inner product to verify parts (b) and (c) of Theorem 1. Mention the appropriate facts from Chapter 2.

Short Answer

Expert verified

Using the definition of inner product, verified that:

  1. \(\left( {{\bf{u}} + {\bf{v}}} \right) \cdot {\bf{w}} = {\bf{u}} \cdot {\bf{w}} + {\bf{v}} \cdot {\bf{w}}\)
  2. \(\left( {c{\bf{u}}} \right) \cdot {\bf{v}} = c\left( {{\bf{u}} \cdot {\bf{v}}} \right)\)

Step by step solution

01

 Verification of theorem 1(b).

Part (b) of theorem 1 is,\(\left( {{\bf{u}} + {\bf{v}}} \right) \cdot {\bf{w}} = {\bf{u}} \cdot {\bf{w}} + {\bf{v}} \cdot {\bf{w}}\).

Prove it by using the definition of Inner Product.

\(\begin{aligned}{c}\left( {{\bf{u}} + {\bf{v}}} \right) \cdot {\bf{w}} = {\left( {{\bf{u}} + {\bf{v}}} \right)^T} \cdot {\bf{w}}\\ = \left( {{{\bf{u}}^T} + {{\bf{v}}^T}} \right) \cdot {\bf{w}}\\ = {{\bf{u}}^T} \cdot {\bf{w}} + {{\bf{v}}^T} \cdot {\bf{w}}\\ = {\bf{u}} \cdot {\bf{w}} + {\bf{v}} \cdot {\bf{w}}\end{aligned}\)

Hence, part (b) of theorem 1 has been verified.

02

 Verification of theorem 1(c).

Part (c) of theorem 1 is,\(\left( {c{\bf{u}}} \right) \cdot {\bf{v}} = c\left( {{\bf{u}} \cdot {\bf{v}}} \right)\).

Prove it by using the definition of Inner Product.

\(\begin{aligned}{c}\left( {c{\bf{u}}} \right) \cdot {\bf{v}} = {\left( {c{\bf{u}}} \right)^T} \cdot {\bf{v}}\\ = c\left( {{{\bf{u}}^T}{\bf{v}}} \right)\\ = c\left( {{\bf{u}} \cdot {\bf{v}}} \right)\end{aligned}\)

Hence, part (c) of theorem 1 has been verified.

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Most popular questions from this chapter

To measure the take-off performance of an airplane, the horizontal position of the plane was measured every second, from \(t = 0\) to \(t = 12\). The positions (in feet) were: 0, 8.8, 29.9, 62.0, 104.7, 159.1, 222.0, 294.5, 380.4, 471.1, 571.7, 686.8, 809.2.

a. Find the least-squares cubic curve \(y = {\beta _0} + {\beta _1}t + {\beta _2}{t^2} + {\beta _3}{t^3}\) for these data.

b. Use the result of part (a) to estimate the velocity of the plane when \(t = 4.5\) seconds.

(M) Use the method in this section to produce a \(QR\) factorization of the matrix in Exercise 24.

Let \({\mathbb{R}^{\bf{2}}}\) have the inner product of Example 1. Show that the Cauchy-Schwarz inequality holds for \({\bf{x}} = \left( {{\bf{3}}, - {\bf{2}}} \right)\) and \({\bf{y}} = \left( { - {\bf{2}},{\bf{1}}} \right)\). (Suggestion: Study \({\left| {\left\langle {{\bf{x}},{\bf{y}}} \right\rangle } \right|^{\bf{2}}}\).)

Compute the quantities in Exercises 1-8 using the vectors

\({\mathop{\rm u}\nolimits} = \left( {\begin{aligned}{*{20}{c}}{ - 1}\\2\end{aligned}} \right),{\rm{ }}{\mathop{\rm v}\nolimits} = \left( {\begin{aligned}{*{20}{c}}4\\6\end{aligned}} \right),{\rm{ }}{\mathop{\rm w}\nolimits} = \left( {\begin{aligned}{*{20}{c}}3\\{ - 1}\\{ - 5}\end{aligned}} \right),{\rm{ }}{\mathop{\rm x}\nolimits} = \left( {\begin{aligned}{*{20}{c}}6\\{ - 2}\\3\end{aligned}} \right)\)

6. \(\left( {\frac{{{\mathop{\rm x}\nolimits} \cdot {\mathop{\rm w}\nolimits} }}{{{\mathop{\rm x}\nolimits} \cdot {\mathop{\rm x}\nolimits} }}} \right){\mathop{\rm x}\nolimits} \)

Find the distance between \({\mathop{\rm x}\nolimits} = \left( {\begin{aligned}{*{20}{c}}{10}\\{ - 3}\end{aligned}} \right)\) and \({\mathop{\rm y}\nolimits} = \left( {\begin{aligned}{*{20}{c}}{ - 1}\\{ - 5}\end{aligned}} \right)\).

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