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Commit 604d166d by Stalin Munoz
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Correcciones IDA*

parent a6e92876
Showing with 2595 additions and 366 deletions
curso-search/IDAstar-ejemplo-70-5.svg 0 → 100644
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curso-search/IDAstar.aux
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curso-search/IDAstar.log
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<./IDAstar-ejemplo-79.pdf>]
......@@ -3082,31 +3109,31 @@ l.687 \end{frame}
\tf@snm=\write8
\openout8 = `IDAstar.snm'.
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l.689 \end{document}
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<./IDAstar-ejemplo-80.pdf>]
Package atveryend Info: Empty hook `BeforeClearDocument' on input line 689.
Package atveryend Info: Empty hook `AfterLastShipout' on input line 689.
Package atveryend Info: Empty hook `BeforeClearDocument' on input line 699.
Package atveryend Info: Empty hook `AfterLastShipout' on input line 699.
(./IDAstar.aux
LaTeX Info: Redefining \. on input line 25.
LaTeX Info: Redefining \% on input line 25.
)
Package atveryend Info: Executing hook `AtVeryEndDocument' on input line 689.
Package atveryend Info: Executing hook `AtEndAfterFileList' on input line 689.
Package atveryend Info: Executing hook `AtVeryEndDocument' on input line 699.
Package atveryend Info: Executing hook `AtEndAfterFileList' on input line 699.
Package rerunfilecheck Info: File `IDAstar.out' has not changed.
(rerunfilecheck) Checksum: D41D8CD98F00B204E9800998ECF8427E;0.
......@@ -3114,16 +3141,16 @@ Package rerunfilecheck Info: File `IDAstar.out' has not changed.
LaTeX Font Warning: Size substitutions with differences
(Font) up to 1.0pt have occurred.
Package atveryend Info: Empty hook `AtVeryVeryEnd' on input line 689.
Package atveryend Info: Empty hook `AtVeryVeryEnd' on input line 699.
)
Here is how much of TeX's memory you used:
23080 strings out of 493029
448358 string characters out of 6136234
607870 words of memory out of 5000000
25843 multiletter control sequences out of 15000+600000
23087 strings out of 493029
448516 string characters out of 6136234
608564 words of memory out of 5000000
25847 multiletter control sequences out of 15000+600000
16753 words of font info for 63 fonts, out of 8000000 for 9000
1141 hyphenation exceptions out of 8191
56i,28n,59p,414b,733s stack positions out of 5000i,500n,10000p,200000b,80000s
56i,28n,59p,414b,741s stack positions out of 5000i,500n,10000p,200000b,80000s
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......@@ -3143,10 +3170,10 @@ xmf-dist/fonts/type1/public/amsfonts/cm/cmsy7.pfb></usr/share/texlive/texmf-dis
t/fonts/type1/public/amsfonts/cm/cmsy8.pfb></usr/share/texlive/texmf-dist/fonts
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Output written on IDAstar.pdf (83 pages, 3960327 bytes).
Output written on IDAstar.pdf (84 pages, 4031434 bytes).
PDF statistics:
3137 PDF objects out of 3580 (max. 8388607)
2757 compressed objects within 28 object streams
167 named destinations out of 1000 (max. 500000)
443 words of extra memory for PDF output out of 10000 (max. 10000000)
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448 words of extra memory for PDF output out of 10000 (max. 10000000)
curso-search/IDAstar.nav
......@@ -5,10 +5,10 @@
\headcommand {\beamer@framepages {2}{2}}
\headcommand {\slideentry {0}{0}{3}{3/3}{}{0}}
\headcommand {\beamer@framepages {3}{3}}
\headcommand {\beamer@partpages {1}{83}}
\headcommand {\beamer@subsectionpages {1}{83}}
\headcommand {\beamer@sectionpages {1}{83}}
\headcommand {\beamer@documentpages {83}}
\headcommand {\beamer@partpages {1}{84}}
\headcommand {\beamer@subsectionpages {1}{84}}
\headcommand {\beamer@sectionpages {1}{84}}
\headcommand {\beamer@documentpages {84}}
\headcommand {\def \inserttotalframenumber {4}}
\headcommand {\slideentry {0}{0}{4}{4/83}{}{0}}
\headcommand {\beamer@framepages {4}{83}}
\headcommand {\slideentry {0}{0}{4}{4/84}{}{0}}
\headcommand {\beamer@framepages {4}{84}}
curso-search/IDAstar.pdf
No preview for this file type
curso-search/IDAstar.tex
......@@ -81,41 +81,44 @@ $parar:S \to \{0,1\}$ \tcp*{funcin de paro}\\
$c:S \times S \to \mathbb{R}$ \tcp*{funcin de costo de arista}\\
$h:S \to \mathbb{R}$ \tcp*{funcin heurstica}}
\Output{Ruta del estado inicial al estado meta}
$c \leftarrow h(s_0)$ \tcp*{Cota inicial igual a heurstica del estado inicial}
$g(s_0) \leftarrow 0$ \;
\lIf{parar($s_0$)}{
\KwRet{ruta($s_0$)}
}
$c \leftarrow h(s_0)$ ; $g(s_0) \leftarrow 0$ \tcp*{Cota inicial igual a heurstica del estado inicial}
\While{true}{
$\text{Agenda.push}(s_0)$ ; $\text{mnimo} \leftarrow \infty$ \;
$\text{Agenda.push}(s_0)$ ; $\text{mnimo} \leftarrow \infty$ ; $R \leftarrow \{\}$ \;
\While{$\mid \text{Agenda} \mid > 0$}{
$\text{n} \leftarrow \text{Agenda.peek}()$ ;
$R \leftarrow R \cup \{n\}$ \tcp*{Agenda es una pila, $R$ un
$\text{n} \leftarrow \text{Agenda.peek}()$
\tcp*{Agenda es una pila, $R$ un
conjunto de dispersin}
\lIf{parar($n$)}{
\KwRet{ruta($n$)}
}
\uIf{$n \notin R$}{
$R \leftarrow R \cup \{n\}$ \;
$\text{sucesores} \leftarrow \text{sort}(f,\text{n.expand}())$
\tcp*{Ordenamiento ansioso OK, complejidad $O(b \log(b))$}
\tcp*{Ordenamiento ansioso OK, $O(b \log(b))$}
\ForEach{$\text{s} \in \text{sucesores}$}{
$g(\text{s}) \leftarrow g(\text{n})+c(\text{n},\text{s})$ \;
\If{$\text{s} \not\in R$}{
\lIf{$f(\text{s}) = g(\text{s})+h(\text{s}) \leq c$}{
\uIf{$f(\text{s}) = g(\text{s})+h(\text{s}) \leq c$}{
\lIf{$\text{s} \not\in R$}{
$\text{Agenda.push}(\text{s})$
}
\Else{
}
\uElse{
\lIf{$f(\text{s}) < \text{mnimo}$}{
$\text{mnimo} \leftarrow f(\text{s})$
}
}
}
}
\lIf{$\text{Agenda.peek}()=n$}{
$R \leftarrow R - \{n\}$ ; $\text{Agenda.pop}()$
\uElse{
$\text{Agenda.pop}()$ ; $R \leftarrow R - \{n\}$
}
}
$c \leftarrow \text{mnimo}$
$c \leftarrow \text{mnimo}$ \;
\lIf{$c = \infty$}{
\KwRet{None}
}
}
\caption{$\text{IDA}^*$}
\end{algorithm*}
......@@ -615,74 +618,81 @@ $h:S \to \mathbb{R}$ \tcp*{funcin heurstica}}
\only<71>{
\begin{center}
\includegraphics[scale=0.20]{IDAstar-ejemplo-71.pdf}
\includegraphics[scale=0.25]{IDAstar-ejemplo-70-5.pdf}
\end{center}
}
\note<71>{}
\only<72>{
\begin{center}
\includegraphics[scale=0.20]{IDAstar-ejemplo-72.pdf}
\includegraphics[scale=0.20]{IDAstar-ejemplo-71.pdf}
\end{center}
}
\note<72>{}
\only<73>{
\begin{center}
\includegraphics[scale=0.20]{IDAstar-ejemplo-73.pdf}
\includegraphics[scale=0.20]{IDAstar-ejemplo-72.pdf}
\end{center}
}
\note<73>{}
\only<74>{
\begin{center}
\includegraphics[scale=0.20]{IDAstar-ejemplo-74.pdf}
\includegraphics[scale=0.20]{IDAstar-ejemplo-73.pdf}
\end{center}
}
\note<74>{}
\only<75>{
\begin{center}
\includegraphics[scale=0.20]{IDAstar-ejemplo-75.pdf}
\includegraphics[scale=0.20]{IDAstar-ejemplo-74.pdf}
\end{center}
}
\note<75>{}
\only<76>{
\begin{center}
\includegraphics[scale=0.20]{IDAstar-ejemplo-76.pdf}
\includegraphics[scale=0.20]{IDAstar-ejemplo-75.pdf}
\end{center}
}
\note<76>{}
\only<77>{
\begin{center}
\includegraphics[scale=0.20]{IDAstar-ejemplo-77.pdf}
\includegraphics[scale=0.20]{IDAstar-ejemplo-76.pdf}
\end{center}
}
\note<77>{}
\only<78>{
\begin{center}
\includegraphics[scale=0.20]{IDAstar-ejemplo-78.pdf}
\includegraphics[scale=0.20]{IDAstar-ejemplo-77.pdf}
\end{center}
}
\note<78>{}
\only<79>{
\begin{center}
\includegraphics[scale=0.20]{IDAstar-ejemplo-79.pdf}
\includegraphics[scale=0.20]{IDAstar-ejemplo-78.pdf}
\end{center}
}
\note<79>{}
\only<80>{
\begin{center}
\includegraphics[scale=0.20]{IDAstar-ejemplo-80.pdf}
\includegraphics[scale=0.20]{IDAstar-ejemplo-79.pdf}
\end{center}
}
\note<80>{}
\only<81>{
\begin{center}
\includegraphics[scale=0.20]{IDAstar-ejemplo-80.pdf}
\end{center}
}
\note<81>{}
\end{frame}
......
curso-search/IDAstar.tex.bak
......@@ -81,41 +81,44 @@ $parar:S \to \{0,1\}$ \tcp*{funcin de paro}\\
$c:S \times S \to \mathbb{R}$ \tcp*{funcin de costo de arista}\\
$h:S \to \mathbb{R}$ \tcp*{funcin heurstica}}
\Output{Ruta del estado inicial al estado meta}
$c \leftarrow h(s_0)$ \tcp*{Cota inicial igual a heurstica del estado inicial}
$g(s_0) \leftarrow 0$ \;
\lIf{parar($s_0$)}{
\KwRet{ruta($s_0$)}
}
$c \leftarrow h(s_0)$ ; $g(s_0) \leftarrow 0$ \tcp*{Cota inicial igual a heurstica del estado inicial}
\While{true}{
$\text{Agenda.push}(s_0)$ ; $\text{mnimo} \leftarrow \infty$ \;
$\text{Agenda.push}(s_0)$ ; $\text{mnimo} \leftarrow \infty$ ; $R \leftarrow \{\}$ \;
\While{$\mid \text{Agenda} \mid > 0$}{
$\text{n} \leftarrow \text{Agenda.peek}()$ ;
$R \leftarrow R \cup \{n\}$ \tcp*{Agenda es una pila, $R$ un
$\text{n} \leftarrow \text{Agenda.peek}()$
\tcp*{Agenda es una pila, $R$ un
conjunto de dispersin}
\lIf{parar($n$)}{
\KwRet{ruta($n$)}
}
\uIf{$n \notin R$}{
$R \leftarrow R \cup \{n\}$ \;
$\text{sucesores} \leftarrow \text{sort}(f,\text{n.expand}())$
\tcp*{Ordenamiento ansioso OK, complejidad $O(b \log(b))$}
\tcp*{Ordenamiento ansioso OK, $O(b \log(b))$}
\ForEach{$\text{s} \in \text{sucesores}$}{
$g(\text{s}) \leftarrow g(\text{n})+c(\text{n},\text{s})$ \;
\If{$\text{s} \not\in R$}{
\lIf{$f(\text{s}) = g(\text{s})+h(\text{s}) \leq c$}{
\uIf{$f(\text{s}) = g(\text{s})+h(\text{s}) \leq c$}{
\lIf{$\text{s} \not\in R$}{
$\text{Agenda.push}(\text{s})$
}
\Else{
}
\uElse{
\lIf{$f(\text{s}) < \text{mnimo}$}{
$\text{mnimo} \leftarrow f(\text{s})$
}
}
}
}
\lIf{$\text{Agenda.peek}()=n$}{
$R \leftarrow R - \{n\}$ ; $\text{Agenda.pop}()$
\uElse{
$\text{Agenda.pop}()$ ; $R \leftarrow R - \{n\}$
}
}
$c \leftarrow \text{mnimo}$
$c \leftarrow \text{mnimo}$ \;
\lIf{$c = \infty$}{
\KwRet{None}
}
}
\caption{$\text{IDA}^*$}
\end{algorithm*}
......
curso-search/cubo2formula.txt 0 → 100644
Condición inicial
A_01_W & B_01_R & ....
Meta
A_01_W & B_01_W & C_01_W & D_01_W & ...
Color exclusion
( A_01_W & ~A_01_G & ~A_01_R & ~A_01_B & ~A_01_O & ~A_01_Y) |
(~A_01_W & A_01_G & ~A_01_R & ~A_01_B & ~A_01_O & ~A_01_Y) |
(~A_01_W & ~A_01_G & A_01_R & ~A_01_B & ~A_01_O & ~A_01_Y) |
(~A_01_W & ~A_01_G & ~A_01_R & A_01_B & ~A_01_O & ~A_01_Y) |
(~A_01_W & ~A_01_G & ~A_01_R & ~A_01_B & A_01_O & ~A_01_Y) |
(~A_01_W & ~A_01_G & ~A_01_R & ~A_01_B & ~A_01_O & ~A_01_Y)
( B_01_W & ~B_01_G & ~B_01_R & ~B_01_B & ~B_01_O & ~B_01_Y) |
(~B_01_W & B_01_G & ~B_01_R & ~B_01_B & ~B_01_O & ~B_01_Y) |
(~B_01_W & ~B_01_G & B_01_R & ~B_01_B & ~B_01_O & ~B_01_Y) |
(~B_01_W & ~B_01_G & ~B_01_R & B_01_B & ~B_01_O & ~B_01_Y) |
(~B_01_W & ~B_01_G & ~B_01_R & ~B_01_B & B_01_O & ~B_01_Y) |
(~B_01_W & ~B_01_G & ~B_01_R & ~B_01_B & ~B_01_O & ~B_01_Y)
...
Action exclusion and at least one is applied at every time
( R_W_C & ~R_W_A & ~R_G_C & ~R_G_A & ~R_R_C & ~R_R_A &
~R_B_C & ~R_B_A & ~R_O_C & ~R_O_A & ~R_Y_C & ~R_Y_A) |
(~R_W_C & R_W_A & ~R_G_C & ~R_G_A & ~R_R_C & ~R_R_A &
~R_B_C & ~R_B_A & ~R_O_C & ~R_O_A & ~R_Y_C & ~R_Y_A) |
(~R_W_C & ~R_W_A & R_G_C & ~R_G_A & ~R_R_C & ~R_R_A &
~R_B_C & ~R_B_A & ~R_O_C & ~R_O_A & ~R_Y_C & ~R_Y_A) |
(~R_W_C & ~R_W_A & ~R_G_C & R_G_A & ~R_R_C & ~R_R_A &
~R_B_C & ~R_B_A & ~R_O_C & ~R_O_A & ~R_Y_C & ~R_Y_A) |
...
Action effects
~R_02_W_C V ((J_03_W & M_01_W)|(J_03_G & M_01_G) | ...) &
~R_02_W_A V ((J_01_W & M_03_W)|(J_01_G & M_03_G) | ...) &
...
curso-search/ejemplo-15-puzzle.txt 0 → 100644
p
Out[88]:
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
IDAstar.search(p,stop,c,h)
cota: 13
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
)]
sucesores: [(15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 d f b
9 0 e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
)]
deque([])
cota: 15
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
)]
sucesores: [(15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 d f b
9 0 e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 d f b
9 0 e c
)]
sucesores: [(17, 2, 15,
1 6 2 4
a 7 3 8
5 d f b
0 9 e c
), (15, 2, 13,
1 6 2 4
a 7 3 8
5 d f b
9 e 0 c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 d f b
9 0 e c
), (15, 2, 13,
1 6 2 4
a 7 3 8
5 d f b
9 e 0 c
)]
sucesores: [(17, 3, 14,
1 6 2 4
a 7 3 8
5 d f b
9 e c 0
), (15, 3, 12,
1 6 2 4
a 7 3 8
5 d 0 b
9 e f c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 d f b
9 0 e c
), (15, 2, 13,
1 6 2 4
a 7 3 8
5 d f b
9 e 0 c
), (15, 3, 12,
1 6 2 4
a 7 3 8
5 d 0 b
9 e f c
)]
sucesores: [(17, 4, 13,
1 6 2 4
a 7 3 8
5 0 d b
9 e f c
), (17, 4, 13,
1 6 2 4
a 7 0 8
5 d 3 b
9 e f c
), (15, 4, 11,
1 6 2 4
a 7 3 8
5 d b 0
9 e f c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 d f b
9 0 e c
), (15, 2, 13,
1 6 2 4
a 7 3 8
5 d f b
9 e 0 c
), (15, 3, 12,
1 6 2 4
a 7 3 8
5 d 0 b
9 e f c
), (15, 4, 11,
1 6 2 4
a 7 3 8
5 d b 0
9 e f c
)]
sucesores: [(17, 5, 12,
1 6 2 4
a 7 3 0
5 d b 8
9 e f c
), (15, 5, 10,
1 6 2 4
a 7 3 8
5 d b c
9 e f 0
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 d f b
9 0 e c
), (15, 2, 13,
1 6 2 4
a 7 3 8
5 d f b
9 e 0 c
), (15, 3, 12,
1 6 2 4
a 7 3 8
5 d 0 b
9 e f c
), (15, 4, 11,
1 6 2 4
a 7 3 8
5 d b 0
9 e f c
), (15, 5, 10,
1 6 2 4
a 7 3 8
5 d b c
9 e f 0
)]
sucesores: [(17, 6, 11,
1 6 2 4
a 7 3 8
5 d b c
9 e 0 f
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 d f b
9 0 e c
), (15, 2, 13,
1 6 2 4
a 7 3 8
5 d f b
9 e 0 c
), (15, 3, 12,
1 6 2 4
a 7 3 8
5 d 0 b
9 e f c
), (15, 4, 11,
1 6 2 4
a 7 3 8
5 d b 0
9 e f c
), (15, 5, 10,
1 6 2 4
a 7 3 8
5 d b c
9 e f 0
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 d f b
9 0 e c
), (15, 2, 13,
1 6 2 4
a 7 3 8
5 d f b
9 e 0 c
), (15, 3, 12,
1 6 2 4
a 7 3 8
5 d 0 b
9 e f c
), (15, 4, 11,
1 6 2 4
a 7 3 8
5 d b 0
9 e f c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 d f b
9 0 e c
), (15, 2, 13,
1 6 2 4
a 7 3 8
5 d f b
9 e 0 c
), (15, 3, 12,
1 6 2 4
a 7 3 8
5 d 0 b
9 e f c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 d f b
9 0 e c
), (15, 2, 13,
1 6 2 4
a 7 3 8
5 d f b
9 e 0 c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 d f b
9 0 e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
)]
sucesores: [(17, 2, 15,
1 6 2 4
a 3 0 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 0 2 4
a 6 3 8
5 7 f b
9 d e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 0 2 4
a 6 3 8
5 7 f b
9 d e c
)]
sucesores: [(17, 3, 14,
0 1 2 4
a 6 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 2 0 4
a 6 3 8
5 7 f b
9 d e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 0 2 4
a 6 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 2 0 4
a 6 3 8
5 7 f b
9 d e c
)]
sucesores: [(17, 4, 13,
1 2 4 0
a 6 3 8
5 7 f b
9 d e c
), (15, 4, 11,
1 2 3 4
a 6 0 8
5 7 f b
9 d e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 0 2 4
a 6 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 2 0 4
a 6 3 8
5 7 f b
9 d e c
), (15, 4, 11,
1 2 3 4
a 6 0 8
5 7 f b
9 d e c
)]
sucesores: [(17, 5, 12,
1 2 3 4
a 6 8 0
5 7 f b
9 d e c
), (17, 5, 12,
1 2 3 4
a 0 6 8
5 7 f b
9 d e c
), (17, 5, 12,
1 2 3 4
a 6 f 8
5 7 0 b
9 d e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 0 2 4
a 6 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 2 0 4
a 6 3 8
5 7 f b
9 d e c
), (15, 4, 11,
1 2 3 4
a 6 0 8
5 7 f b
9 d e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 0 2 4
a 6 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 2 0 4
a 6 3 8
5 7 f b
9 d e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 0 2 4
a 6 3 8
5 7 f b
9 d e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
)]
sucesores: [(17, 3, 14,
0 6 2 4
1 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
)]
sucesores: [(17, 4, 13,
1 6 2 4
5 a 3 8
7 0 f b
9 d e c
), (15, 4, 11,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
), (15, 4, 11,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
)]
sucesores: [(15, 5, 10,
1 6 2 4
5 a 3 8
9 7 f b
d 0 e c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
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1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
), (15, 4, 11,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
), (15, 5, 10,
1 6 2 4
5 a 3 8
9 7 f b
d 0 e c
)]
sucesores: [(17, 6, 11,
1 6 2 4
5 a 3 8
9 0 f b
d 7 e c
), (15, 6, 9,
1 6 2 4
5 a 3 8
9 7 f b
d e 0 c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
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1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
), (15, 4, 11,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
), (15, 5, 10,
1 6 2 4
5 a 3 8
9 7 f b
d 0 e c
), (15, 6, 9,
1 6 2 4
5 a 3 8
9 7 f b
d e 0 c
)]
sucesores: [(17, 7, 10,
1 6 2 4
5 a 3 8
9 7 f b
d e c 0
), (15, 7, 8,
1 6 2 4
5 a 3 8
9 7 0 b
d e f c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
), (15, 4, 11,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
), (15, 5, 10,
1 6 2 4
5 a 3 8
9 7 f b
d 0 e c
), (15, 6, 9,
1 6 2 4
5 a 3 8
9 7 f b
d e 0 c
), (15, 7, 8,
1 6 2 4
5 a 3 8
9 7 0 b
d e f c
)]
sucesores: [(17, 8, 9,
1 6 2 4
5 a 0 8
9 7 3 b
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 7 b 0
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 0 7 b
d e f c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
), (15, 4, 11,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
), (15, 5, 10,
1 6 2 4
5 a 3 8
9 7 f b
d 0 e c
), (15, 6, 9,
1 6 2 4
5 a 3 8
9 7 f b
d e 0 c
), (15, 7, 8,
1 6 2 4
5 a 3 8
9 7 0 b
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 7 b 0
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 0 7 b
d e f c
)]
sucesores: [(17, 9, 8,
1 6 2 4
5 a 3 8
0 9 7 b
d e f c
), (17, 9, 8,
1 6 2 4
5 a 3 8
9 e 7 b
d 0 f c
), (15, 9, 6,
1 6 2 4
5 0 3 8
9 a 7 b
d e f c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
), (15, 4, 11,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
), (15, 5, 10,
1 6 2 4
5 a 3 8
9 7 f b
d 0 e c
), (15, 6, 9,
1 6 2 4
5 a 3 8
9 7 f b
d e 0 c
), (15, 7, 8,
1 6 2 4
5 a 3 8
9 7 0 b
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 7 b 0
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 0 7 b
d e f c
), (15, 9, 6,
1 6 2 4
5 0 3 8
9 a 7 b
d e f c
)]
sucesores: [(17, 10, 7,
1 6 2 4
5 3 0 8
9 a 7 b
d e f c
), (17, 10, 7,
1 6 2 4
0 5 3 8
9 a 7 b
d e f c
), (15, 10, 5,
1 0 2 4
5 6 3 8
9 a 7 b
d e f c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
), (15, 4, 11,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
), (15, 5, 10,
1 6 2 4
5 a 3 8
9 7 f b
d 0 e c
), (15, 6, 9,
1 6 2 4
5 a 3 8
9 7 f b
d e 0 c
), (15, 7, 8,
1 6 2 4
5 a 3 8
9 7 0 b
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 7 b 0
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 0 7 b
d e f c
), (15, 9, 6,
1 6 2 4
5 0 3 8
9 a 7 b
d e f c
), (15, 10, 5,
1 0 2 4
5 6 3 8
9 a 7 b
d e f c
)]
sucesores: [(17, 11, 6,
0 1 2 4
5 6 3 8
9 a 7 b
d e f c
), (15, 11, 4,
1 2 0 4
5 6 3 8
9 a 7 b
d e f c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
), (15, 4, 11,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
), (15, 5, 10,
1 6 2 4
5 a 3 8
9 7 f b
d 0 e c
), (15, 6, 9,
1 6 2 4
5 a 3 8
9 7 f b
d e 0 c
), (15, 7, 8,
1 6 2 4
5 a 3 8
9 7 0 b
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 7 b 0
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 0 7 b
d e f c
), (15, 9, 6,
1 6 2 4
5 0 3 8
9 a 7 b
d e f c
), (15, 10, 5,
1 0 2 4
5 6 3 8
9 a 7 b
d e f c
), (15, 11, 4,
1 2 0 4
5 6 3 8
9 a 7 b
d e f c
)]
sucesores: [(17, 12, 5,
1 2 4 0
5 6 3 8
9 a 7 b
d e f c
), (15, 12, 3,
1 2 3 4
5 6 0 8
9 a 7 b
d e f c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
), (15, 4, 11,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
), (15, 5, 10,
1 6 2 4
5 a 3 8
9 7 f b
d 0 e c
), (15, 6, 9,
1 6 2 4
5 a 3 8
9 7 f b
d e 0 c
), (15, 7, 8,
1 6 2 4
5 a 3 8
9 7 0 b
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 7 b 0
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 0 7 b
d e f c
), (15, 9, 6,
1 6 2 4
5 0 3 8
9 a 7 b
d e f c
), (15, 10, 5,
1 0 2 4
5 6 3 8
9 a 7 b
d e f c
), (15, 11, 4,
1 2 0 4
5 6 3 8
9 a 7 b
d e f c
), (15, 12, 3,
1 2 3 4
5 6 0 8
9 a 7 b
d e f c
)]
sucesores: [(17, 13, 4,
1 2 3 4
5 6 8 0
9 a 7 b
d e f c
), (17, 13, 4,
1 2 3 4
5 0 6 8
9 a 7 b
d e f c
), (15, 13, 2,
1 2 3 4
5 6 7 8
9 a 0 b
d e f c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
), (15, 4, 11,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
), (15, 5, 10,
1 6 2 4
5 a 3 8
9 7 f b
d 0 e c
), (15, 6, 9,
1 6 2 4
5 a 3 8
9 7 f b
d e 0 c
), (15, 7, 8,
1 6 2 4
5 a 3 8
9 7 0 b
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 7 b 0
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 0 7 b
d e f c
), (15, 9, 6,
1 6 2 4
5 0 3 8
9 a 7 b
d e f c
), (15, 10, 5,
1 0 2 4
5 6 3 8
9 a 7 b
d e f c
), (15, 11, 4,
1 2 0 4
5 6 3 8
9 a 7 b
d e f c
), (15, 12, 3,
1 2 3 4
5 6 0 8
9 a 7 b
d e f c
), (15, 13, 2,
1 2 3 4
5 6 7 8
9 a 0 b
d e f c
)]
sucesores: [(17, 14, 3,
1 2 3 4
5 6 7 8
9 0 a b
d e f c
), (17, 14, 3,
1 2 3 4
5 6 7 8
9 a f b
d e 0 c
), (15, 14, 1,
1 2 3 4
5 6 7 8
9 a b 0
d e f c
)]
agenda: [(13, 0, 13,
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
5 f 0 b
9 d e c
), (15, 1, 14,
1 6 2 4
a 7 3 8
0 5 f b
9 d e c
), (15, 1, 14,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
), (15, 2, 13,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
), (15, 3, 12,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
), (15, 4, 11,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
), (15, 5, 10,
1 6 2 4
5 a 3 8
9 7 f b
d 0 e c
), (15, 6, 9,
1 6 2 4
5 a 3 8
9 7 f b
d e 0 c
), (15, 7, 8,
1 6 2 4
5 a 3 8
9 7 0 b
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 7 b 0
d e f c
), (15, 8, 7,
1 6 2 4
5 a 3 8
9 0 7 b
d e f c
), (15, 9, 6,
1 6 2 4
5 0 3 8
9 a 7 b
d e f c
), (15, 10, 5,
1 0 2 4
5 6 3 8
9 a 7 b
d e f c
), (15, 11, 4,
1 2 0 4
5 6 3 8
9 a 7 b
d e f c
), (15, 12, 3,
1 2 3 4
5 6 0 8
9 a 7 b
d e f c
), (15, 13, 2,
1 2 3 4
5 6 7 8
9 a 0 b
d e f c
), (15, 14, 1,
1 2 3 4
5 6 7 8
9 a b 0
d e f c
)]
sucesores: [(17, 15, 2,
1 2 3 4
5 6 7 0
9 a b 8
d e f c
), (15, 15, 0,
1 2 3 4
5 6 7 8
9 a b c
d e f 0
)]
Out[89]:
([
1 6 2 4
a 7 3 8
5 0 f b
9 d e c
,
1 6 2 4
a 0 3 8
5 7 f b
9 d e c
,
1 6 2 4
0 a 3 8
5 7 f b
9 d e c
,
1 6 2 4
5 a 3 8
0 7 f b
9 d e c
,
1 6 2 4
5 a 3 8
9 7 f b
0 d e c
,
1 6 2 4
5 a 3 8
9 7 f b
d 0 e c
,
1 6 2 4
5 a 3 8
9 7 f b
d e 0 c
,
1 6 2 4
5 a 3 8
9 7 0 b
d e f c
,
1 6 2 4
5 a 3 8
9 0 7 b
d e f c
,
1 6 2 4
5 0 3 8
9 a 7 b
d e f c
,
1 0 2 4
5 6 3 8
9 a 7 b
d e f c
,
1 2 0 4
5 6 3 8
9 a 7 b
d e f c
,
1 2 3 4
5 6 0 8
9 a 7 b
d e f c
,
1 2 3 4
5 6 7 8
9 a 0 b
d e f c
,
1 2 3 4
5 6 7 8
9 a b 0
d e f c
,
1 2 3 4
5 6 7 8
9 a b c
d e f 0
],
[1,
1,
1,
5,
6,
7,
8,
9,
9,
8,
7,
6,
5,
4,
6,
7,
8,
8,
7,
6,
5,
6,
7,
8,
9,
10,
12,
13,
14,
15,
16,
17,
18])
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