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# Math 211. Section 1.2
# 3
A = matrix(QQ,[[1,2,4,8],[2,4,6,8],[3,6,9,12]]);A
\newcommand{\Bold}[1]{\mathbf{#1}}\left(1248246836912\begin{array}{rrrr} 1 & 2 & 4 & 8 \\ 2 & 4 & 6 & 8 \\ 3 & 6 & 9 & 12 \end{array}\right)
A.add_multiple_of_row(1,0,-2) A.add_multiple_of_row(2,0,-3) A
\newcommand{\Bold}[1]{\mathbf{#1}}\left(1248002800312\begin{array}{rrrr} 1 & 2 & 4 & 8 \\ 0 & 0 & -2 & -8 \\ 0 & 0 & -3 & -12 \end{array}\right)
A.rescale_row(1,-1/2);A
\newcommand{\Bold}[1]{\mathbf{#1}}\left(1248001400312\begin{array}{rrrr} 1 & 2 & 4 & 8 \\ 0 & 0 & 1 & 4 \\ 0 & 0 & -3 & -12 \end{array}\right)
A.add_multiple_of_row(2,1,3);A
\newcommand{\Bold}[1]{\mathbf{#1}}\left(124800140000\begin{array}{rrrr} 1 & 2 & 4 & 8 \\ 0 & 0 & 1 & 4 \\ 0 & 0 & 0 & 0 \end{array}\right)
A.add_multiple_of_row(0,1,-4);A
\newcommand{\Bold}[1]{\mathbf{#1}}\left(120800140000\begin{array}{rrrr} 1 & 2 & 0 & -8 \\ 0 & 0 & 1 & 4 \\ 0 & 0 & 0 & 0 \end{array}\right)
# Pivot positions are (0,0) and (1,2), in 0-based indexing. Pivot columns can be read off of these as 0 and 2. # If you just want to check your answers after computing with pencil and paper, use A.rref() ("reduced row echelon form").
# 7
B = matrix(QQ,[[1,3,4,7],[3,9,7,6]]) B
\newcommand{\Bold}[1]{\mathbf{#1}}\left(13473976\begin{array}{rrrr} 1 & 3 & 4 & 7 \\ 3 & 9 & 7 & 6 \end{array}\right)
B.rref()
\newcommand{\Bold}[1]{\mathbf{#1}}\left(13050013\begin{array}{rrrr} 1 & 3 & 0 & -5 \\ 0 & 0 & 1 & 3 \end{array}\right)
# The solution is # x_1 = -5 -3x_2 # x_2 free # x_3 = 3 # There is no equation such as "0=1", so the system is consistent. The solution exists, but is _not_ unique, owing to the free variable x_2.
# 17
var('h', domain=RR)
\newcommand{\Bold}[1]{\mathbf{#1}}h
M = matrix(SR,[[1,-1,4],[-2,3,h]]) M
\newcommand{\Bold}[1]{\mathbf{#1}}\left(11423h\begin{array}{rrr} 1 & -1 & 4 \\ -2 & 3 & h \end{array}\right)
M.rref()
\newcommand{\Bold}[1]{\mathbf{#1}}\left(10h+1201h+8\begin{array}{rrr} 1 & 0 & h + 12 \\ 0 & 1 & h + 8 \end{array}\right)
# x_1 = h+12 # x_2 = h+8 # M has a solution for all values of h