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{SECT 0 {EXCHG {PARA 18 "" 0 "" {TEXT -1 38 "Linear Transformations an
d Clock Hands" }}{PARA 19 "" 0 "" {TEXT -1 18 "by Dennis De Turck" }}
{PARA 0 "> " 0 "" {MPLTEXT 1 0 13 "with(linalg):" }}{PARA 7 "" 1 "" 
{TEXT -1 32 "Warning, new definition for norm" }}{PARA 7 "" 1 "" 
{TEXT -1 33 "Warning, new definition for trace" }}}{EXCHG {PARA 0 "> \+
" 0 "" {MPLTEXT 1 0 28 "with(plots,animate,display):" }}}{EXCHG {PARA 
0 "" 0 "" {TEXT -1 86 "I want the matrix whose columns are (1,-1) and \+
(1,1).  These will be the eigenvectors." }{MPLTEXT 1 0 0 "" }}{PARA 0 
"> " 0 "" {MPLTEXT 1 0 27 "P:= matrix(2,2,[1,1,-1,1]);" }}{PARA 11 "" 
1 "" {XPPMATH 20 "6#>%\"PG-%'MATRIXG6#7$7$\"\"\"F*7$!\"\"F*" }}}
{EXCHG {PARA 0 "" 0 "" {TEXT -1 67 "I now create a diagonal matrix whi
ch will determine the eigenvalues" }{MPLTEXT 1 0 0 "" }}{PARA 0 "> " 
0 "" {MPLTEXT 1 0 32 "Diag := matrix(2,2,[2,0,0,1/2]);" }}{PARA 11 "" 
1 "" {XPPMATH 20 "6#>%%DiagG-%'MATRIXG6#7$7$\"\"#\"\"!7$F+#\"\"\"F*" }
}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 102 "We know that if A is a matrix w
ith eigenvalues lamba1 and lambda2 then A can be diagonalized using th
e" }}{PARA 0 "" 0 "" {TEXT -1 75 "matrix P:     inv(P) A P = Diag    w
hich then means that  P Diag inv(P) = A" }{MPLTEXT 1 0 0 "" }}}{EXCHG 
{PARA 0 "> " 0 "" {MPLTEXT 1 0 31 "A := multiply( P,Diag,P^(-1) );" }}
{PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"AG-%'MATRIXG6#7$7$#\"\"&\"\"%#!\"$
F,7$F-F*" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 10 "x:=cos(t);" }}
{PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"xG-%$cosG6#%\"tG" }}}{EXCHG {PARA 
0 "> " 0 "" {MPLTEXT 1 0 10 "y:=sin(t);" }}{PARA 11 "" 1 "" {XPPMATH 
20 "6#>%\"yG-%$sinG6#%\"tG" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 
17 "V:=vector([x,y]);" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"VG-%'VECT
ORG6#7$-%$cosG6#%\"tG-%$sinGF+" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 
1 0 18 "AV:=multiply(A,V);" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%#AVG-%
'VECTORG6#7$,&-%$cosG6#%\"tG#\"\"&\"\"%-%$sinGF,#!\"$F0,&F*F3F1F." }}}
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nGF(#!\"$F," }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%#AyG,&-%$cosG6#%\"tG#
!\"$\"\"%-%$sinGF(#\"\"&F," }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 
194 "Q:=animate(\{[s*x,s*y,s=0..1],[s*Ax,s*Ay,s=0..1],[subs(t=s*t,x),s
ubs(t=s*t,y),s=0..1],[subs(t=s*t,Ax),subs(t=s*t,Ay),s=0..1]\},t=0..64*
Pi/16,frames=32,scaling=constrained,color=black,thickness=2):" }}}
{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 88 "R:=plot(\{[x,y,t=0..2*Pi],[A
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