Computing Data (Octave)

Matrices

1. A = [1 2; 3 4; 5 6]
A=\begin{pmatrix}   1 & 2 \\   3 & 4 \\   5 & 6  \end{pmatrix}
B = [11 12; 13 14; 15 16]
B=\begin{pmatrix}   11 & 12 \\   13 & 14 \\   15 & 16  \end{pmatrix}
C = [1 1; 2 2]
C=\begin{pmatrix}   1 & 1 \\   1 & 2  \end{pmatrix}

2. A*C
\begin{pmatrix}   5 & 5\\   11 & 11 \\   17 & 17  \end{pmatrix}

3. A .* B take each element of A to multiply by each element of B
\begin{pmatrix}   11 & 24\\   39 & 56 \\   75 & 96  \end{pmatrix}

4. A .^ 2 square each element of A
\begin{pmatrix}   1 & 4\\   9 & 16 \\   25 & 36  \end{pmatrix}

5. v = [1; 2; 3]
v=\begin{pmatrix}   1\\   2\\   3  \end{pmatrix}

6. 1 ./ v element-wise reciprocal of v
v=\begin{pmatrix}   1.00000\\   0.50000\\   0.33333  \end{pmatrix}

7. log(v) element-wise logarithm of v
exp(v) element-wise exponential of v
abs(v) element-wise absolute value of v
-v element-wise negative value of v
v+1 element-wise addition of 1 to v

8. A = [1 2; 3 4; 5 6]
A=\begin{pmatrix}   1 & 2 \\   3 & 4 \\   5 & 6  \end{pmatrix}
A' transpose of A
\begin{pmatrix}   1 & 2 & 3 \\   4 & 5 & 6   \end{pmatrix}

9. w = [1 15 2 0.5]
w=\begin{pmatrix}   1 & 15 & 2 & 0.5  \end{pmatrix}

10. max (w) maximum value of w
val = 15

11. [val, ind] = max(w) maximum value of w and index where it is located
val = 15
ind = 2

12. w < 3 element-wise comparison of whether w is less than 3
\begin{pmatrix}   1 & 0 & 1 & 1  \end{pmatrix}

13. find(w < 3) find which elements that variable w is less than 3
\begin{pmatrix}   1 & 3 & 4  \end{pmatrix}

14. sum(w) sum of w
ans = 18.5

15. prod(w) product of w
ans = 15

16. floor(w) rounds down elements of w
\begin{pmatrix}   1 & 15 & 2 & 0  \end{pmatrix}

17. ceil(w) rounds down elements of w
\begin{pmatrix}   1 & 15 & 2 & 1  \end{pmatrix}

18. A = magic(3) magic square of 3 by 3
\begin{pmatrix}   8 & 1 & 6\\   3 & 5 & 7\\   4 & 9 & 2  \end{pmatrix}

19. [r,c] = find(A >= 7) find rows and columns of A greater than or equal to 7
r=\begin{pmatrix}   1\\   3\\   2  \end{pmatrix}
c=\begin{pmatrix}   1\\   2\\   3  \end{pmatrix}

20. A(2,3)
\begin{pmatrix}   7  \end{pmatrix}

21. max(A,[],1) column-wise maximum of A
\begin{pmatrix}   8 & 9 & 7  \end{pmatrix}

22. max(A,[],2) row-wise maximum of A
\begin{pmatrix}   8 \\   7 \\   9  \end{pmatrix}

23. max(max(A))
\begin{pmatrix}   9  \end{pmatrix}

24. pinv(A) inverse of A
\begin{pmatrix}   0.147 & -0.144 & 0.064 \\   -0.061 & 0.022 & 0.106 \\   -0.019 & 0.189 & -0.103  \end{pmatrix}

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