Chapter 8: Problem 29
$$4 \times 5$$
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Chapter 8: Problem 29
$$4 \times 5$$
These are the key concepts you need to understand to accurately answer the question.
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We solve \(\operatorname{det}(\mathbf{A}-\lambda \mathbf{I})=\left|\begin{array}{ccc}-\lambda & 4 & 0 \\ -1 & -4-\lambda & 0 \\\ 0 & 0 & -2-\lambda\end{array}\right|=-(\lambda+2)^{3}=0\). For \(\lambda_{1}=\lambda_{2}=\lambda_{3}=-2\) we have \(\left(\begin{array}{rrr|r}2 & 4 & 0 & 0 \\ -1 & -2 & 0 & 0 \\ 0 & 0 & 0 & 0\end{array}\right) \Rightarrow\left(\begin{array}{lll|l}1 & 2 & 0 & 0 \\ 0 & 0 & 0 & 0 \\ 0 & 0 & 0 & 0\end{array}\right)\) so that \(k_{1}=-2 k_{2}\). If \(k_{2}=1\) and \(k_{3}=1\) then \(\mathbf{K}_{1}=\left(\begin{array}{r}-2 \\ 1 \\\ 0\end{array}\right) \quad\) and \(\quad \mathbf{K}_{2}=\left(\begin{array}{l}0 \\\ 0 \\ 1\end{array}\right)\).
The decoded message is $$\mathbf{M}=\mathbf{A}^{-1} \mathbf{B}=\left(\begin{array}{rr} 2 & -3 \\ -5 & 8 \end{array}\right)\left(\begin{array}{ccccc} 152 & 184 & 171 & 86 & 212 \\ 95 & 116 & 107 & 56 & 133 \end{array}\right)=\left(\begin{array}{ccccc} 19 & 20 & 21 & 4 & 25 \\ 0 & 8 & 1 & 18 & 4 \end{array}\right)$$ From correspondence (1) we obtain: STUDY_HARD.
The system of equations is $$\begin{aligned} i_{1}-i_{2}-i_{3} &=0 & & i_{1}-i_{2}-i_{3}=0 \\ 52-i_{1}-5 i_{2} &=0 & \text { or } \quad & i_{1}+5 i_{2} =52 \\ -10 i_{3}+5 i_{2} &=0 & & 5 i_{2}-10 i_{3} =0 \end{aligned}$$ Gaussian elimination gives $$\left(\begin{array}{rrr|r} 1 & -1 & -1 & 0 \\ 1 & 5 & 0 & 52 \\ 0 & 5 & -10 & 0 \end{array}\right) \frac{\operatorname{row}}{\text { operations }}\left(\begin{array}{rrr|c} 1 & -1 & -1 & 0 \\ 0 & 1 & 1 / 6 & 26 / 3 \\ 0 & 0 & 1 & 4 \end{array}\right).$$ The solution is \(i_{1}=12, i_{2}=8, i_{3}=4\).
(a) We write the equations in the form \\[ \begin{aligned} -4 u_{1}+u_{2}+u_{4} &=-200 \\ u_{1}-4 u_{2}+u_{3} &=-300 \\ u_{2}-4 u_{3}+u_{4} &=-300 \\ u_{1}+u_{3}-4 u_{4} &=-200 \end{aligned} \\] In matrix form this becomes \(\left(\begin{array}{rrrr}-4 & 1 & 0 & 1 \\ 1 & -4 & 1 & 0 \\ 0 & 1 & -4 & 1 \\ 1 & 0 & 1 & -4\end{array}\right)\left(\begin{array}{l}u_{1} \\ u_{2} \\ u_{3} \\\ u_{4}\end{array}\right)=\left(\begin{array}{c}-200 \\ -300 \\ -300 \\\ -200\end{array}\right).\) (b) \(\mathbf{A}^{-1}=\left(\begin{array}{llll}-\frac{7}{24} & -\frac{1}{12} & -\frac{1}{24} & -\frac{1}{12} \\ -\frac{1}{12} & -\frac{7}{24} & -\frac{1}{12} & -\frac{1}{24} \\ -\frac{1}{24} & -\frac{1}{12} & -\frac{7}{24} & -\frac{1}{12} \\ -\frac{1}{12} & -\frac{1}{24} & -\frac{1}{12} & -\frac{7}{24}\end{array}\right) ; \quad \mathbf{A}^{-1}\left(\begin{array}{c}-200 \\ -300 \\ -300 \\\ -200\end{array}\right)=\left(\begin{array}{c}\frac{225}{2} \\ \frac{275}{2} \\\ \frac{275}{2} \\ \frac{225}{2}\end{array}\right) ; \quad u_{1}=u_{4}=\frac{225}{2}, u_{2}=u_{3}=\frac{275}{2}\)
From \(x_{1} \mathrm{Ca}_{3}\left(\mathrm{PO}_{4}\right)_{2}+x_{2} \mathrm{H}_{3} \mathrm{PO}_{4} \rightarrow x_{3} \mathrm{Ca}\left(\mathrm{H}_{2} \mathrm{PO}_{4}\right)_{2}\) we obtain the system $$3 x_{1}=x_{3}, \quad 2 x_{1}+x_{2}=2 x_{3}, \quad 8 x_{1}+4 x_{2}=8 x_{3}, \quad 3 x_{2}=4 x_{3}.$$ Letting \(x_{1}=t\) we see from the first equation that \(x_{3}=3 t\) and from the fourth equation that \(x_{2}=4 t .\) These choices also satisfy the second and third equations. Taking \(t=1\) we obtain the balanced equation $$\mathrm{Ca}_{3}\left(\mathrm{PO}_{4}\right)_{2}+4 \mathrm{H}_{3} \mathrm{PO}_{4} \rightarrow 3 \mathrm{Ca}\left(\mathrm{H}_{2} \mathrm{PO}_{4}\right)_{2}.$$
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