Matrice și determinanți

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teorie
Pentru a calcula produsul a două matrice, \( \color{red} A \color{dimgray} \in \textit{M}_{m,n}(\mathbb{C}) \), \( \color{blue} B \color{dimgray} \in \textit{M}_{n,p}(\mathbb{C}) \),
\( \color{orange} C \color{dimgray} \in \textit{M}_{m,p}(\mathbb{C}) \), \( \color{orange} C \color{dimgray} = \color{red} A \color{dimgray} \cdot \color{blue} B \), prin
\( \color{orange} c\color{dimgray}_{ik} = \color{red} a\color{dimgray}_{i1} \color{dimgray} \cdot \color{blue} b\color{dimgray}_{1k} + \color{red} a\color{dimgray}_{i2} \color{dimgray} \cdot \color{blue} b\color{dimgray}_{2k} + ... + \color{red} a\color{dimgray}_{ij} \color{dimgray} \cdot \color{blue} b\color{dimgray}_{jk} + ... + \color{red} a\color{dimgray}_{in} \color{dimgray} \cdot \color{blue} b\color{dimgray}_{nk} \), \( i \in \{1, 2, ..., m \} \), \( k \in \{1, 2, ..., p \} \).


exemple
Produsul matricelor
\( A = \begin{pmatrix} \color{tomato}3 & \color{tomato}-2 & \color{tomato}1 & \color{tomato}-5 \\ \color{orangered}-10 & \color{orangered}4 & \color{orangered}0 & \color{orangered}2 \color{dimgray} \end{pmatrix} \)
și
\( B = \begin{pmatrix} \color{turquoise}-4 & \color{steelblue}2 & \color{blue}0 \\ \color{turquoise}1 & \color{steelblue}-6 & \color{blue}3 \\ \color{turquoise}7 & \color{steelblue}3 & \color{blue}-2 \\ \color{turquoise}2 & \color{steelblue}1 & \color{blue}5 \end{pmatrix} \)

este:
\( \color{orange} C \color{dimgray} = A \cdot B = \)
\( = \begin{pmatrix} \color{tomato}3 & \color{tomato}-2 & \color{tomato}1 & \color{tomato}-5 \\ \color{orangered}-10 & \color{orangered}4 & \color{orangered}0 & \color{orangered}2 \color{dimgray} \end{pmatrix} \cdot \begin{pmatrix} \color{turquoise}-4 & \color{steelblue}2 & \color{blue}0 \\ \color{turquoise}1 & \color{steelblue}-6 & \color{blue}3 \\ \color{turquoise}7 & \color{steelblue}3 & \color{blue}-2 \\ \color{turquoise}2 & \color{steelblue}1 & \color{blue}5 \end{pmatrix} = \)

\( \tiny = \begin{pmatrix} \color{tomato}3 \color{dimgray} \cdot \color{turquoise}(-4) \color{dimgray} + \color{tomato}(-2) \color{dimgray} \cdot \color{turquoise}1 \color{dimgray} + \color{tomato}1 \color{dimgray} \cdot \color{turquoise}7 \color{dimgray} + \color{tomato}(-5) \color{dimgray} \cdot \color{turquoise}2 \color{dimgray} & \color{tomato}3 \color{dimgray} \cdot \color{steelblue}2 \color{dimgray} + \color{tomato}(-2) \color{dimgray} \cdot \color{steelblue}(-6) \color{dimgray} + \color{tomato}1 \color{dimgray} \cdot \color{steelblue}3 \color{dimgray} + \color{tomato}(-5) \color{dimgray} \cdot \color{steelblue}1 \color{dimgray} & \color{tomato}3 \color{dimgray} \cdot \color{blue}0 \color{dimgray} + \color{tomato}(-2) \color{dimgray} \cdot \color{blue}3 \color{dimgray} + \color{tomato}1 \color{dimgray} \cdot \color{blue}(-2) \color{dimgray} + \color{tomato}(-5) \color{dimgray} \cdot \color{blue}5 \color{dimgray} \\ \color{orangered}(-10) \color{dimgray} \cdot \color{turquoise}(-4) \color{dimgray} + \color{orangered}4 \color{dimgray} \cdot \color{turquoise}1 \color{dimgray} + \color{orangered}0 \color{dimgray} \cdot \color{turquoise}7 \color{dimgray} + \color{orangered}2 \color{dimgray} \cdot \color{turquoise}2 \color{dimgray} & \color{orangered}(-10) \color{dimgray} \cdot \color{steelblue}2 \color{dimgray} + \color{orangered}4 \color{dimgray} \cdot \color{steelblue}(-6) \color{dimgray} + \color{orangered}0 \color{dimgray} \cdot \color{steelblue}3 \color{dimgray} + \color{orangered}2 \color{dimgray} \cdot \color{steelblue}1 \color{dimgray} & \color{orangered}(-10) \color{dimgray} \cdot \color{blue}0 \color{dimgray} + \color{orangered}4 \color{dimgray} \cdot \color{blue}3 \color{dimgray} + \color{orangered}0 \color{dimgray} \cdot \color{blue}(-2) \color{dimgray} + \color{orangered}2 \color{dimgray} \cdot \color{blue}5 \color{dimgray} \end{pmatrix} = \)

\( \scriptsize = \begin{pmatrix} -12 -2 +7 -10 & 6 +12 +3 -5 & 0 -5 -2 -25 \\ 40 +4 +0 +4 & -20 -24 +0 +2 & 0 +12 +0 +10 \end{pmatrix} = \)

\( = \begin{pmatrix} -17 & 16 & -32 \\ 48 & -42 & 22 \end{pmatrix} \).


exerciții

Produsul matricelor
\( A = \begin{pmatrix} \color{tomato}7 & \color{tomato}9 & \color{tomato}2 \\ \color{orangered}-2 & \color{orangered}-10 & \color{orangered}-3 \\ \color{red}8 & \color{red}-2 & \color{red}-9\end{pmatrix} \) și \( B = \begin{pmatrix} \color{turquoise}-8 & \color{steelblue}-10 \\ \color{turquoise}4 & \color{steelblue}-1 \\ \color{turquoise}4 & \color{steelblue}-9 \\ \end{pmatrix} \)

este \( A \cdot B = \)

    \( \begin{pmatrix}-12 & -97 \\ -36 & 57 \\ -108 & -1\end{pmatrix} \)

    \( \begin{pmatrix}-12 & -97 \\ -36 & 60 \\ -108 & 3\end{pmatrix} \)

    \( \begin{pmatrix}-12 & -97 \\ -36 & 49 \\ -108 & 3\end{pmatrix} \)

    \( \begin{pmatrix}-12 & -97 \\ -36 & 57 \\ -108 & 3\end{pmatrix} \)

    \( \begin{pmatrix}-12 & -97 \\ -35 & 57 \\ -108 & 3\end{pmatrix} \)


 


exercițiu nou

Produsul matricelor
\( A = \begin{pmatrix} \color{tomato}7 & \color{tomato}9 & \color{tomato}2 \\ \color{orangered}-2 & \color{orangered}-10 & \color{orangered}-3 \\ \color{red}8 & \color{red}-2 & \color{red}-9\end{pmatrix} \) și \( B = \begin{pmatrix} \color{turquoise}-8 & \color{steelblue}-10 \\ \color{turquoise}4 & \color{steelblue}-1 \\ \color{turquoise}4 & \color{steelblue}-9 \\ \end{pmatrix} \)

este \( A \cdot B = \)\( \begin{pmatrix}-12 & -97 \\ -36 & 57 \\ -108 & 3\end{pmatrix} \).


\( C = A \cdot B = \)

\( = \begin{pmatrix} \color{tomato}7 & \color{tomato}9 & \color{tomato}2 \\ \color{orangered}-2 & \color{orangered}-10 & \color{orangered}-3 \\ \color{red}8 & \color{red}-2 & \color{red}-9\end{pmatrix} \cdot \begin{pmatrix} \color{turquoise}-8 & \color{steelblue}-10 \\ \color{turquoise}4 & \color{steelblue}-1 \\ \color{turquoise}4 & \color{steelblue}-9 \\ \end{pmatrix} = \)

\( \scriptsize = \begin{pmatrix} \color{tomato}7 \color{dimgray} \cdot \color{turquoise}(-8) \color{dimgray} + \color{tomato}9 \color{dimgray} \cdot \color{turquoise}4 \color{dimgray} + \color{tomato}2 \color{dimgray} \cdot \color{turquoise}4 & \color{tomato}7 \color{dimgray} \cdot \color{steelblue}(-10) \color{dimgray} + \color{tomato}9 \color{dimgray} \cdot \color{steelblue}(-1) \color{dimgray} + \color{tomato}2 \color{dimgray} \cdot \color{steelblue}(-9) \\ \color{orangered}(-2) \color{dimgray} \cdot \color{turquoise}(-8) \color{dimgray} + \color{orangered}(-10) \color{dimgray} \cdot \color{turquoise}4 \color{dimgray} + \color{orangered}(-3) \color{dimgray} \cdot \color{turquoise}4 & \color{orangered}(-2) \color{dimgray} \cdot \color{steelblue}(-10) \color{dimgray} + \color{orangered}(-10) \color{dimgray} \cdot \color{steelblue}(-1) \color{dimgray} + \color{orangered}(-3) \color{dimgray} \cdot \color{steelblue}(-9) \\ \color{red}8 \color{dimgray} \cdot \color{turquoise}(-8) \color{dimgray} + \color{red}(-2) \color{dimgray} \cdot \color{turquoise}4 \color{dimgray} + \color{red}(-9) \color{dimgray} \cdot \color{turquoise}4 & \color{red}8 \color{dimgray} \cdot \color{steelblue}(-10) \color{dimgray} + \color{red}(-2) \color{dimgray} \cdot \color{steelblue}(-1) \color{dimgray} + \color{red}(-9) \color{dimgray} \cdot \color{steelblue}(-9)\end{pmatrix} = \)

\( \scriptsize = \begin{pmatrix} -56 + 36 + 8 & -70 - 9 - 18 \\ 16 - 40 - 12 & 20 + 10 + 27 \\ -64 - 8 - 36 & -80 + 2 + 81\end{pmatrix} = \)

\( = \) \( \begin{pmatrix}-12 & -97 \\ -36 & 57 \\ -108 & 3\end{pmatrix} \).

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