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Update syntax highlighting for MiniZinc fragments

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Jip J. Dekker 2021-02-10 15:30:19 +11:00
parent 6a5fe8d077
commit 6289555fa7
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GPG Key ID: 517DF4A00618C9C3
22 changed files with 136 additions and 131 deletions
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4
Makefile
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@ -11,10 +11,10 @@ $(PROJECT).pdf: $(PROJECT).tex
listings: $(MZN_LISTINGS) $(PY_LISTINGS)
%.mzntex : %.mzn
pipenv run pygmentize -f latex -Olinenos=True,texcomments=True,escapeinside="@@",envname="BVerbatim" $< > $@
pipenv run pygmentize -f latex -Olinenos=True,texcomments=True,escapeinside="@@",verboptions="xleftmargin=5mm" $< > $@
%.pytex : %.py
pipenv run pygmentize -f latex -Olinenos=True,texcomments=True,escapeinside="@@",envname="BVerbatim" $< > $@
pipenv run pygmentize -f latex -Olinenos=True,texcomments=True,escapeinside="@@",verboptions="xleftmargin=5mm" $< > $@
clean:
latexmk -c

1
Pipfile
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@ -6,6 +6,7 @@ name = "pypi"
[packages]
pygments = "*"
minizinc = "*"
minizinc-python = {git = "https://github.com/MiniZinc/minizinc-python"}
[dev-packages]

12
Pipfile.lock generated
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@ -1,7 +1,7 @@
{
"_meta": {
"hash": {
"sha256": "16b48a948562a6827bba24a13a40a5bb581b2afc0c677cda0865fd3fb44363a9"
"sha256": "b6a9aafb5aa54eec17961fbf8d81f82ea6ca03c25da24edb021d9fdd44f5e6ee"
},
"pipfile-spec": 6,
"requires": {
@ -24,13 +24,17 @@
"index": "pypi",
"version": "==0.4.2"
},
"minizinc-python": {
"git": "https://github.com/MiniZinc/minizinc-python",
"ref": "5231948b09c4fe8ed3780b3c71abed75d038a759"
},
"pygments": {
"hashes": [
"sha256:ccf3acacf3782cbed4a989426012f1c535c9a90d3a7fc3f16d231b9372d2b716",
"sha256:f275b6c0909e5dafd2d6269a656aa90fa58ebf4a74f8fcf9053195d226b24a08"
"sha256:bc9591213a8f0e0ca1a5e68a479b4887fdc3e75d0774e5c71c31920c427de435",
"sha256:df49d09b498e83c1a73128295860250b0b7edd4c723a32e9bc0d295c7c2ec337"
],
"index": "pypi",
"version": "==2.7.3"
"version": "==2.7.4"
}
},
"develop": {}

14
assets/mzn/2_knapsack.mzntex
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@ -1,17 +1,17 @@
\begin{BVerbatim}[commandchars=\\\{\},numbers=left,firstnumber=1,stepnumber=1,codes={\catcode`\$=3\catcode`\^=7\catcode`\_=8}]
\begin{Verbatim}[commandchars=\\\{\},numbers=left,firstnumber=1,stepnumber=1,codes={\catcode`\$=3\catcode`\^=7\catcode`\_=8},xleftmargin=5mm]
\PY{c}{\PYZpc{} Problem parameters}
\PY{k+kt}{enum}\PY{l+s}{ }\PY{n+nv}{TOYS}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{p}{\PYZob{}}\PY{n+nv}{football}\PY{p}{,}\PY{l+s}{ }\PY{n+nv}{tennisball}\PY{p}{,}\PY{l+s}{ }\PY{n+nv}{stuffed\PYZus{}lama}\PY{p}{,}\PY{l+s}{ }\PY{n+nv}{stuffed\PYZus{}elephant}\PY{g+gr}{\PYZcb{}}\PY{p}{;}
\PY{k+kt}{array}\PY{p}{[}\PY{n+nv}{TOYS}\PY{g+gr}{]}\PY{l+s}{ }\PY{k+kt}{of}\PY{l+s}{ }\PY{k+kt}{int}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{toy\PYZus{}joy}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{p}{[}\PY{l+m}{63}\PY{p}{,}\PY{l+s}{ }\PY{l+m}{12}\PY{p}{,}\PY{l+s}{ }\PY{l+m}{50}\PY{p}{,}\PY{l+s}{ }\PY{l+m}{100}\PY{g+gr}{]}\PY{p}{;}
\PY{k+kt}{array}\PY{p}{[}\PY{n+nv}{TOYS}\PY{g+gr}{]}\PY{l+s}{ }\PY{k+kt}{of}\PY{l+s}{ }\PY{k+kt}{int}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{toy\PYZus{}space}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{p}{[}\PY{l+m}{32}\PY{p}{,}\PY{l+s}{ }\PY{l+m}{8}\PY{p}{,}\PY{l+s}{ }\PY{l+m}{16}\PY{p}{,}\PY{l+s}{ }\PY{l+m}{40}\PY{g+gr}{]}\PY{p}{;}
\PY{k+kt}{enum}\PY{l+s}{ }\PY{n+nv}{TOYS}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{p}{\PYZob{}}\PY{n+nv}{football}\PY{p}{,}\PY{l+s}{ }\PY{n+nv}{tennisball}\PY{p}{,}\PY{l+s}{ }\PY{n+nv}{stuffed\PYZus{}lama}\PY{p}{,}\PY{l+s}{ }\PY{n+nv}{stuffed\PYZus{}elephant}\PY{p}{\PYZcb{}}\PY{p}{;}
\PY{k+kt}{array}\PY{p}{[}\PY{n+nv}{TOYS}\PY{p}{]}\PY{l+s}{ }\PY{k+kt}{of}\PY{l+s}{ }\PY{k+kt}{int}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{toy\PYZus{}joy}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{p}{[}\PY{l+m}{63}\PY{p}{,}\PY{l+s}{ }\PY{l+m}{12}\PY{p}{,}\PY{l+s}{ }\PY{l+m}{50}\PY{p}{,}\PY{l+s}{ }\PY{l+m}{100}\PY{p}{]}\PY{p}{;}
\PY{k+kt}{array}\PY{p}{[}\PY{n+nv}{TOYS}\PY{p}{]}\PY{l+s}{ }\PY{k+kt}{of}\PY{l+s}{ }\PY{k+kt}{int}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{toy\PYZus{}space}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{p}{[}\PY{l+m}{32}\PY{p}{,}\PY{l+s}{ }\PY{l+m}{8}\PY{p}{,}\PY{l+s}{ }\PY{l+m}{16}\PY{p}{,}\PY{l+s}{ }\PY{l+m}{40}\PY{p}{]}\PY{p}{;}
\PY{k+kt}{int}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{space\PYZus{}left}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{l+m}{64}\PY{p}{;}
\PY{c}{\PYZpc{} Decision variables}
\PY{k+kt}{var}\PY{l+s}{ }\PY{k+kt}{set}\PY{l+s}{ }\PY{k+kt}{of}\PY{l+s}{ }\PY{n+nv}{TOYS}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{selection}\PY{p}{;}
\PY{k+kt}{var}\PY{l+s}{ }\PY{k+kt}{int}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{total\PYZus{}joy}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nb}{sum}\PY{p}{(}\PY{n+nv}{toy}\PY{l+s}{ }\PY{o}{in}\PY{l+s}{ }\PY{n+nv}{selection}\PY{g+gr}{)}\PY{p}{(}\PY{n+nv}{toy\PYZus{}joy}\PY{p}{[}\PY{n+nv}{toy}\PY{g+gr}{]}\PY{g+gr}{)}\PY{p}{;}
\PY{k+kt}{var}\PY{l+s}{ }\PY{k+kt}{int}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{total\PYZus{}joy}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nb}{sum}\PY{p}{(}\PY{n+nv}{toy}\PY{l+s}{ }\PY{o}{in}\PY{l+s}{ }\PY{n+nv}{selection}\PY{p}{)}\PY{p}{(}\PY{n+nv}{toy\PYZus{}joy}\PY{p}{[}\PY{n+nv}{toy}\PY{p}{]}\PY{p}{)}\PY{p}{;}
\PY{c}{\PYZpc{} Constraints}
\PY{k}{constraint}\PY{l+s}{ }\PY{n+nb}{sum}\PY{p}{(}\PY{n+nv}{toy}\PY{l+s}{ }\PY{o}{in}\PY{l+s}{ }\PY{n+nv}{selection}\PY{g+gr}{)}\PY{p}{(}\PY{n+nv}{toy\PYZus{}space}\PY{p}{[}\PY{n+nv}{toy}\PY{g+gr}{]}\PY{g+gr}{)}\PY{l+s}{ }\PY{o}{\PYZlt{}}\PY{l+s}{ }\PY{n+nv}{space\PYZus{}left}\PY{p}{;}
\PY{k}{constraint}\PY{l+s}{ }\PY{n+nb}{sum}\PY{p}{(}\PY{n+nv}{toy}\PY{l+s}{ }\PY{o}{in}\PY{l+s}{ }\PY{n+nv}{selection}\PY{p}{)}\PY{p}{(}\PY{n+nv}{toy\PYZus{}space}\PY{p}{[}\PY{n+nv}{toy}\PY{p}{]}\PY{p}{)}\PY{l+s}{ }\PY{o}{\PYZlt{}}\PY{l+s}{ }\PY{n+nv}{space\PYZus{}left}\PY{p}{;}
\PY{c}{\PYZpc{} Goal}
\PY{k}{solve}\PY{l+s}{ }\PY{k}{maximize}\PY{l+s}{ }\PY{n+nv}{total\PYZus{}joy}\PY{p}{;}
\end{BVerbatim}
\end{Verbatim}

12
assets/mzn/6_abs_reif_result.mzntex
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@ -1,6 +1,6 @@
\begin{BVerbatim}[commandchars=\\\{\},numbers=left,firstnumber=1,stepnumber=1,codes={\catcode`\$=3\catcode`\^=7\catcode`\_=8}]
\PY{n+nv}{c}\PY{l+s}{ }\PY{esc}{$\mapsto$}\PY{l+s}{ }\PY{l}{true}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{g+gr}{]}
\PY{n+nv}{x}\PY{l+s}{ }\PY{esc}{$\mapsto$}\PY{l+s}{ }\PY{n+nf}{mkvar}\PY{p}{(}\PY{o}{\PYZhy{}}\PY{l+m}{10}\PY{o}{..}\PY{l+m}{10}\PY{g+gr}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{g+gr}{]}
\PY{n+nv}{y}\PY{l+s}{ }\PY{esc}{$\mapsto$}\PY{l+s}{ }\PY{n+nf}{mkvar}\PY{p}{(}\PY{o}{\PYZhy{}}\PY{l+m}{10}\PY{o}{..}\PY{l+m}{10}\PY{g+gr}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{g+gr}{]}
\PY{l}{true}\PY{l+s}{ }\PY{esc}{$\mapsto$}\PY{l+s}{ }\PY{l}{true}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{g+gr}{]}
\end{BVerbatim}
\begin{Verbatim}[commandchars=\\\{\},numbers=left,firstnumber=1,stepnumber=1,codes={\catcode`\$=3\catcode`\^=7\catcode`\_=8},xleftmargin=5mm]
\PY{n+nv}{c}\PY{l+s}{ }\PY{esc}{$\mapsto$}\PY{l+s}{ }\PY{l}{true}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{p}{]}
\PY{n+nv}{x}\PY{l+s}{ }\PY{esc}{$\mapsto$}\PY{l+s}{ }\PY{n+nf}{mkvar}\PY{p}{(}\PY{o}{\PYZhy{}}\PY{l+m}{10}\PY{o}{..}\PY{l+m}{10}\PY{p}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{p}{]}
\PY{n+nv}{y}\PY{l+s}{ }\PY{esc}{$\mapsto$}\PY{l+s}{ }\PY{n+nf}{mkvar}\PY{p}{(}\PY{o}{\PYZhy{}}\PY{l+m}{10}\PY{o}{..}\PY{l+m}{10}\PY{p}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{p}{]}
\PY{l}{true}\PY{l+s}{ }\PY{esc}{$\mapsto$}\PY{l+s}{ }\PY{l}{true}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{p}{]}
\end{Verbatim}

22
assets/mzn/6_abs_reif_trail.mzntex
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@ -1,16 +1,16 @@
\begin{BVerbatim}[commandchars=\\\{\},numbers=left,firstnumber=1,stepnumber=1,codes={\catcode`\$=3\catcode`\^=7\catcode`\_=8}]
\begin{Verbatim}[commandchars=\\\{\},numbers=left,firstnumber=1,stepnumber=1,codes={\catcode`\$=3\catcode`\^=7\catcode`\_=8},xleftmargin=5mm]
\PY{c}{\PYZpc{} Posted c}
\PY{l}{true}\PY{l+s}{ }\PY{esc}{$\lhd$}\PY{l+s}{ }\PY{o}{\PYZhy{}}\PY{p}{[}\PY{n+nv}{c}\PY{g+gr}{]}
\PY{l}{true}\PY{l+s}{ }\PY{esc}{$\lhd$}\PY{l+s}{ }\PY{o}{\PYZhy{}}\PY{p}{[}\PY{n+nv}{c}\PY{p}{]}
\PY{c}{\PYZpc{} Propagated c = true}
\PY{n+nv}{c}\PY{l+s}{ }\PY{esc}{$\mapsfrom$}\PY{l+s}{ }\PY{n+nf}{mkvar}\PY{p}{(}\PY{l+m}{0,1}\PY{g+gr}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{g+gr}{]}
\PY{l}{true}\PY{l+s}{ }\PY{esc}{$\lhd$}\PY{l+s}{ }\PY{o}{+}\PY{p}{[}\PY{n+nv}{c}\PY{g+gr}{]}
\PY{n+nv}{c}\PY{l+s}{ }\PY{esc}{$\mapsfrom$}\PY{l+s}{ }\PY{n+nf}{mkvar}\PY{p}{(}\PY{l+m}{0,1}\PY{p}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{p}{]}
\PY{l}{true}\PY{l+s}{ }\PY{esc}{$\lhd$}\PY{l+s}{ }\PY{o}{+}\PY{p}{[}\PY{n+nv}{c}\PY{p}{]}
\PY{c}{\PYZpc{} Simplified bool_or(b1, true) = true}
\PY{n+nv}{b2}\PY{l+s}{ }\PY{esc}{$\mapsfrom$}\PY{l+s}{ }\PY{n+nf}{bool\PYZus{}or}\PY{p}{(}\PY{n+nv}{b1}\PY{p}{,}\PY{l+s}{ }\PY{n+nv}{c}\PY{g+gr}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{g+gr}{]}
\PY{l}{true}\PY{l+s}{ }\PY{esc}{$\lhd$}\PY{l+s}{ }\PY{o}{+}\PY{p}{[}\PY{n+nv}{b2}\PY{g+gr}{]}
\PY{n+nv}{b2}\PY{l+s}{ }\PY{esc}{$\mapsfrom$}\PY{l+s}{ }\PY{n+nf}{bool\PYZus{}or}\PY{p}{(}\PY{n+nv}{b1}\PY{p}{,}\PY{l+s}{ }\PY{n+nv}{c}\PY{p}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{p}{]}
\PY{l}{true}\PY{l+s}{ }\PY{esc}{$\lhd$}\PY{l+s}{ }\PY{o}{+}\PY{p}{[}\PY{n+nv}{b2}\PY{p}{]}
\PY{c}{\PYZpc{} b1 became unused...}
\PY{n+nv}{b1}\PY{l+s}{ }\PY{esc}{$\mapsfrom$}\PY{l+s}{ }\PY{n+nf}{int\PYZus{}gt}\PY{p}{(}\PY{n+nv}{t}\PY{p}{,}\PY{l+s}{ }\PY{n+nv}{y}\PY{g+gr}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{g+gr}{]}
\PY{n+nv}{b1}\PY{l+s}{ }\PY{esc}{$\mapsfrom$}\PY{l+s}{ }\PY{n+nf}{int\PYZus{}gt}\PY{p}{(}\PY{n+nv}{t}\PY{p}{,}\PY{l+s}{ }\PY{n+nv}{y}\PY{p}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{p}{]}
\PY{c}{\PYZpc{} causing t, then b0 and finally z to become unused}
\PY{n+nv}{t}\PY{l+s}{ }\PY{esc}{$\mapsfrom$}\PY{l+s}{ }\PY{n+nv}{z}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{n+nv}{b0}\PY{g+gr}{]}
\PY{n+nv}{b0}\PY{l+s}{ }\PY{esc}{$\mapsfrom$}\PY{l+s}{ }\PY{n+nf}{int\PYZus{}abs}\PY{p}{(}\PY{n+nv}{x}\PY{p}{,}\PY{l+s}{ }\PY{n+nv}{z}\PY{g+gr}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{g+gr}{]}
\PY{n+nv}{z}\PY{l+s}{ }\PY{esc}{$\mapsfrom$}\PY{l+s}{ }\PY{n+nf}{mkvar}\PY{p}{(}\PY{o}{\PYZhy{}}\PY{n+nv}{infinity}\PY{p}{,}\PY{n+nv}{infinity}\PY{g+gr}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{g+gr}{]}
\end{BVerbatim}
\PY{n+nv}{t}\PY{l+s}{ }\PY{esc}{$\mapsfrom$}\PY{l+s}{ }\PY{n+nv}{z}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{n+nv}{b0}\PY{p}{]}
\PY{n+nv}{b0}\PY{l+s}{ }\PY{esc}{$\mapsfrom$}\PY{l+s}{ }\PY{n+nf}{int\PYZus{}abs}\PY{p}{(}\PY{n+nv}{x}\PY{p}{,}\PY{l+s}{ }\PY{n+nv}{z}\PY{p}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{p}{]}
\PY{n+nv}{z}\PY{l+s}{ }\PY{esc}{$\mapsfrom$}\PY{l+s}{ }\PY{n+nf}{mkvar}\PY{p}{(}\PY{o}{\PYZhy{}}\PY{n+nv}{infinity}\PY{p}{,}\PY{n+nv}{infinity}\PY{p}{)}\PY{l+s}{ }\PY{esc}{$\sep$}\PY{l+s}{ }\PY{p}{[}\PY{p}{]}
\end{Verbatim}

18
assets/mzn/6_adaptive.mzntex
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@ -1,10 +1,10 @@
\begin{BVerbatim}[commandchars=\\\{\},numbers=left,firstnumber=1,stepnumber=1,codes={\catcode`\$=3\catcode`\^=7\catcode`\_=8}]
\PY{k}{predicate}\PY{l+s}{ }\PY{n+nf}{adaptiveUniform}\PY{p}{(}\PY{k+kt}{array}\PY{p}{[}\PY{k+kt}{int}\PY{g+gr}{]}\PY{l+s}{ }\PY{k+kt}{of}\PY{l+s}{ }\PY{k+kt}{var}\PY{l+s}{ }\PY{k+kt}{int}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{x}\PY{p}{,}\PY{l+s}{ }\PY{k+kt}{float}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{initialDestrRate}\PY{g+gr}{)}\PY{l+s}{ }\PY{o}{=}
\PY{l+s}{ }\PY{l+s}{ }\PY{k}{let}\PY{l+s}{ }\PY{p}{\PYZob{}}\PY{l+s}{ }\PY{k+kt}{var}\PY{l+s}{ }\PY{k+kt}{float}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{rate}\PY{p}{;}\PY{l+s}{ }\PY{g+gr}{\PYZcb{}}\PY{l+s}{ }\PY{o}{in}
\PY{l+s}{ }\PY{l+s}{ }\PY{k}{if}\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{n+nf}{status}\PY{p}{(}\PY{g+gr}{)}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nv}{START}\PY{l+s}{ }\PY{k}{then}\PY{l+s}{ }\PY{n+nv}{rate}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nv}{initialDestrRate}
\PY{l+s}{ }\PY{l+s}{ }\PY{k}{elseif}\PY{l+s}{ }\PY{n+nf}{status}\PY{p}{(}\PY{g+gr}{)}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nv}{UNSAT}\PY{l+s}{ }\PY{k}{then}\PY{l+s}{ }\PY{n+nv}{rate}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nb}{min}\PY{p}{(}\PY{n+nf}{lastval}\PY{p}{(}\PY{n+nv}{rate}\PY{g+gr}{)}\PY{o}{\PYZhy{}}\PY{l+m}{0.02}\PY{p}{,}\PY{l+m}{0.6}\PY{g+gr}{)}
\PY{l+s}{ }\PY{l+s}{ }\PY{k}{else}\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{n+nv}{rate}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nb}{max}\PY{p}{(}\PY{n+nf}{lastval}\PY{p}{(}\PY{n+nv}{rate}\PY{g+gr}{)}\PY{o}{+}\PY{l+m}{0.02}\PY{p}{,}\PY{l+m}{0.95}\PY{g+gr}{)}
\begin{Verbatim}[commandchars=\\\{\},numbers=left,firstnumber=1,stepnumber=1,codes={\catcode`\$=3\catcode`\^=7\catcode`\_=8},xleftmargin=5mm]
\PY{k}{predicate}\PY{l+s}{ }\PY{n+nf}{adaptiveUniform}\PY{p}{(}\PY{k+kt}{array}\PY{p}{[}\PY{k+kt}{int}\PY{p}{]}\PY{l+s}{ }\PY{k+kt}{of}\PY{l+s}{ }\PY{k+kt}{var}\PY{l+s}{ }\PY{k+kt}{int}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{x}\PY{p}{,}\PY{l+s}{ }\PY{k+kt}{float}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{initialDestrRate}\PY{p}{)}\PY{l+s}{ }\PY{o}{=}
\PY{l+s}{ }\PY{l+s}{ }\PY{k}{let}\PY{l+s}{ }\PY{p}{\PYZob{}}\PY{l+s}{ }\PY{k+kt}{var}\PY{l+s}{ }\PY{k+kt}{float}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{rate}\PY{p}{;}\PY{l+s}{ }\PY{p}{\PYZcb{}}\PY{l+s}{ }\PY{o}{in}
\PY{l+s}{ }\PY{l+s}{ }\PY{k}{if}\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{n+nf}{status}\PY{p}{(}\PY{p}{)}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nv}{START}\PY{l+s}{ }\PY{k}{then}\PY{l+s}{ }\PY{n+nv}{rate}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nv}{initialDestrRate}
\PY{l+s}{ }\PY{l+s}{ }\PY{k}{elseif}\PY{l+s}{ }\PY{n+nf}{status}\PY{p}{(}\PY{p}{)}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nv}{UNSAT}\PY{l+s}{ }\PY{k}{then}\PY{l+s}{ }\PY{n+nv}{rate}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nb}{min}\PY{p}{(}\PY{n+nf}{lastval}\PY{p}{(}\PY{n+nv}{rate}\PY{p}{)}\PY{o}{\PYZhy{}}\PY{l+m}{0.02}\PY{p}{,}\PY{l+m}{0.6}\PY{p}{)}
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\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{p}{(}\PY{k}{if}\PY{l+s}{ }\PY{n+nf}{uniform}\PY{p}{(}\PY{l+m}{0.0}\PY{p}{,}\PY{l+m}{1.0}\PY{p}{)}\PY{l+s}{ }\PY{o}{\PYZgt{}}\PY{l+s}{ }\PY{n+nv}{rate}\PY{l+s}{ }\PY{k}{then}\PY{l+s}{ }\PY{n+nv}{x}\PY{p}{[}\PY{n+nv}{i}\PY{p}{]}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nf}{sol}\PY{p}{(}\PY{n+nv}{x}\PY{p}{[}\PY{n+nv}{i}\PY{p}{]}\PY{p}{)}\PY{l+s}{ }\PY{k}{else}\PY{l+s}{ }\PY{l}{true}\PY{l+s}{ }\PY{k}{endif}\PY{p}{)}\PY{p}{;}
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@ -1,10 +1,10 @@
\begin{BVerbatim}[commandchars=\\\{\},numbers=left,firstnumber=1,stepnumber=1,codes={\catcode`\$=3\catcode`\^=7\catcode`\_=8}]
\PY{k+kt}{array}\PY{p}{[}\PY{l+m}{1}\PY{o}{..}\PY{n+nv}{n}\PY{g+gr}{]}\PY{l+s}{ }\PY{k+kt}{of}\PY{l+s}{ }\PY{k+kt}{var}\PY{l+s}{ }\PY{l+m}{1}\PY{o}{..}\PY{n+nv}{n}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{x}\PY{p}{;}\PY{l+s}{ }\PY{l+s}{ }\PY{c}{\PYZpc{} decision variables}
\begin{Verbatim}[commandchars=\\\{\},numbers=left,firstnumber=1,stepnumber=1,codes={\catcode`\$=3\catcode`\^=7\catcode`\_=8},xleftmargin=5mm]
\PY{k+kt}{array}\PY{p}{[}\PY{l+m}{1}\PY{o}{..}\PY{n+nv}{n}\PY{p}{]}\PY{l+s}{ }\PY{k+kt}{of}\PY{l+s}{ }\PY{k+kt}{var}\PY{l+s}{ }\PY{l+m}{1}\PY{o}{..}\PY{n+nv}{n}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{x}\PY{p}{;}\PY{l+s}{ }\PY{l+s}{ }\PY{c}{\PYZpc{} decision variables}
\PY{k+kt}{var}\PY{l+s}{ }\PY{k+kt}{int}\PY{p}{:}\PY{l+s}{ }\PY{n+nv}{cost}\PY{p}{;}\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{c}{\PYZpc{} objective function}
\PY{c}{\PYZpc{} ... some constraints defining the problem}
\PY{c}{\PYZpc{} The user-defined LNS strategy}
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\PY{k}{predicate}\PY{l+s}{ }\PY{n+nf}{my\PYZus{}lns}\PY{p}{(}\PY{p}{)}\PY{l+s}{ }\PY{o}{=}\PY{l+s}{ }\PY{n+nf}{basic\PYZus{}lns}\PY{p}{(}\PY{n+nf}{uniformNeighbourhood}\PY{p}{(}\PY{n+nv}{x}\PY{p}{,}\PY{l+m}{0.2}\PY{p}{)}\PY{p}{)}\PY{p}{;}
\PY{c}{\PYZpc{} Solve using my\_lns, restart every 500 nodes, overall timeout 120 seconds}
\PY{k}{solve}\PY{l+s}{ }\PY{p}{:}\PY{p}{:}\PY{n+nf}{on\PYZus{}restart}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{my\PYZus{}lns}\PY{l+s}{\PYZdq{}}\PY{l+s}{) ::restart\PYZus{}constant(500) ::timeout(120)}
\PY{l+s}{ minimize cost;}
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\PY{k}{solve}\PY{l+s}{ }\PY{p}{:}\PY{p}{:}\PY{n+nf}{on\PYZus{}restart}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{my\PYZus{}lns}\PY{l+s}{\PYZdq{}}\PY{p}{)}\PY{l+s}{ }\PY{p}{:}\PY{p}{:}\PY{n+nf}{restart\PYZus{}constant}\PY{p}{(}\PY{l+m}{500}\PY{p}{)}\PY{l+s}{ }\PY{p}{:}\PY{p}{:}\PY{n+nf}{timeout}\PY{p}{(}\PY{l+m}{120}\PY{p}{)}
\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{l+s}{ }\PY{k}{minimize}\PY{l+s}{ }\PY{n+nv}{cost}\PY{p}{;}
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\begin{Verbatim}[commandchars=\\\{\},numbers=left,firstnumber=1,stepnumber=1,codes={\catcode`\$=3\catcode`\^=7\catcode`\_=8},xleftmargin=5mm]
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\PY{k}{constraint}\PY{l+s}{ }\PY{n+nf}{status}\PY{p}{(}\PY{n+nv}{s}\PY{p}{)}\PY{p}{;}
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\PY{esc}{...}
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\end{Verbatim}

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\PY{c}{\PYZpc{} post predicate "pred" whenever the solver restarts}
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\begin{BVerbatim}[commandchars=\\\{\},numbers=left,firstnumber=1,stepnumber=1,codes={\catcode`\$=3\catcode`\^=7\catcode`\_=8}]
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@ -1,7 +1,7 @@
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@ -1,8 +1,8 @@
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@ -1,4 +1,4 @@
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