Improve aiger INF encoding
the encoding cna be simplified to produce less gates when high or low is True. * spot/twaalgos/aiger.cc: Here * tests/python/_synthesis.ipynb: Test
This commit is contained in:
Philipp Schlehuber-Caissier
parent
c1c874b1a5
commit
c63c1796b9
2 changed files with 454 additions and 25 deletions
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@ -637,19 +637,44 @@ namespace spot
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// De-morgan
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// De-morgan
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// !(!v&low | v&high) = !(!v&low) & !(v&high)
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// !(!v&low | v&high) = !(!v&low) & !(v&high)
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// !v&low | v&high = !(!(!v&low) & !(v&high))
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// !v&low | v&high = !(!(!v&low) & !(v&high))
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// note that if low or high are T
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// we can simplify the formula
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// given that low / high is T
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// then !(!v&low) & !(v&high) can be simplified to
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// !v&low | v&high = !v | high / low | v
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// = !(v & !high) / !(!low & !v)
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// The case when low / high is ⊥ is automatically treated
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auto b_it = bdd2var_.find(b.id());
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auto b_it = bdd2var_.find(b.id());
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if (b_it != bdd2var_.end())
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if (b_it != bdd2var_.end())
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return b_it->second;
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return b_it->second;
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// todo
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// unsigned v_var = bdd2var_.at(bdd_var(b));
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unsigned v_var = bdd2var_.at(bdd_ithvar(bdd_var(b)).id());
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unsigned v_var = bdd2var_.at(bdd_ithvar(bdd_var(b)).id());
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unsigned b_branch_var[2] = {bdd2INFvar(bdd_low(b)),
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unsigned b_branch_var[2] = {bdd2INFvar(bdd_low(b)),
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bdd2INFvar(bdd_high(b))};
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bdd2INFvar(bdd_high(b))};
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unsigned r = aig_not(aig_and(v_var, b_branch_var[1]));
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unsigned l;
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unsigned l = aig_not(aig_and(aig_not(v_var), b_branch_var[0]));
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unsigned r;
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if (b_branch_var[0] == aig_true())
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{
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// low == T
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l = v_var;
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r = aig_not(b_branch_var[1]);
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}
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else if (b_branch_var[1] == aig_true())
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{
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// high == T
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l = aig_not(b_branch_var[0]);
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r = aig_not(v_var);
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}
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else
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{
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// General case
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r = aig_not(aig_and(v_var, b_branch_var[1]));
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l = aig_not(aig_and(aig_not(v_var), b_branch_var[0]));
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}
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return aig_not(aig_and(l, r));
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return aig_not(aig_and(l, r));
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}
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}
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@ -738,7 +738,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc883a7720> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc33a0f0> >"
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]
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]
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},
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},
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"execution_count": 8,
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"execution_count": 8,
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@ -821,7 +821,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc883a7720> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc33a0f0> >"
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]
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]
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},
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},
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"execution_count": 9,
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"execution_count": 9,
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@ -945,7 +945,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc8833aa80> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc345660> >"
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]
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]
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},
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},
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"execution_count": 10,
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"execution_count": 10,
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@ -1043,7 +1043,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880c2ab0> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc3486c0> >"
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]
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]
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},
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},
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"execution_count": 11,
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"execution_count": 11,
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@ -1211,7 +1211,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc8833ae70> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc345ae0> >"
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]
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]
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},
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},
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"execution_count": 12,
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"execution_count": 12,
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@ -1420,7 +1420,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880c2240> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc345e40> >"
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]
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]
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},
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},
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"execution_count": 13,
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"execution_count": 13,
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@ -1578,7 +1578,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880bdc30> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc364a20> >"
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]
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]
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},
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},
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"execution_count": 14,
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"execution_count": 14,
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@ -1722,7 +1722,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880bdc30> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc364a20> >"
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]
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]
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},
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},
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"execution_count": 15,
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"execution_count": 15,
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@ -1869,7 +1869,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880c5210> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc35a2d0> >"
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]
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]
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},
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},
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"execution_count": 16,
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"execution_count": 16,
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@ -2014,7 +2014,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880c5210> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc35a2d0> >"
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]
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]
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},
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},
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"execution_count": 17,
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"execution_count": 17,
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@ -2561,7 +2561,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880c5d50> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc35af00> >"
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]
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]
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},
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},
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"execution_count": 18,
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"execution_count": 18,
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@ -2715,7 +2715,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880c5d50> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc35af00> >"
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]
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]
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},
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},
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"execution_count": 19,
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"execution_count": 19,
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@ -2873,7 +2873,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880cd090> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc36d240> >"
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]
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]
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},
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},
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"metadata": {},
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"metadata": {},
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@ -4215,7 +4215,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880bdc00> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc3910f0> >"
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]
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]
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},
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},
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"execution_count": 20,
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"execution_count": 20,
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@ -4698,7 +4698,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880bdc00> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc3910f0> >"
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]
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]
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},
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},
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"execution_count": 21,
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"execution_count": 21,
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@ -4831,7 +4831,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880cd2a0> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc364570> >"
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]
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]
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},
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},
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"metadata": {},
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"metadata": {},
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@ -5509,7 +5509,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880c55a0> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc35a9c0> >"
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]
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]
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},
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},
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"execution_count": 22,
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"execution_count": 22,
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@ -5748,7 +5748,7 @@
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880c55a0> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc35a9c0> >"
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]
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]
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},
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},
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"execution_count": 23,
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"execution_count": 23,
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880c5a50> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc3646c0> >"
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]
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]
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},
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},
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"metadata": {},
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"metadata": {},
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"</svg>\n"
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"</svg>\n"
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],
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],
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"text/plain": [
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"text/plain": [
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fcc880c5a50> >"
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"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fbccc3646c0> >"
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]
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]
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},
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},
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"metadata": {},
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"metadata": {},
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"display(aut)"
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"display(aut)"
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]
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]
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},
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},
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{
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"cell_type": "markdown",
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"id": "7efe7450",
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"metadata": {},
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"source": [
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"# Test improved aiger INF encoding"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 25,
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"id": "31872ccc",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"image/svg+xml": [
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"<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
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"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
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" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
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"<!-- Generated by graphviz version 2.43.0 (0)\n",
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" -->\n",
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"<!-- Pages: 1 -->\n",
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"<svg width=\"349pt\" height=\"136pt\"\n",
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" viewBox=\"0.00 0.00 349.00 136.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
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"<g id=\"graph0\" class=\"graph\" transform=\"scale(1.0 1.0) rotate(0) translate(4 132)\">\n",
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"<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-132 345,-132 345,4 -4,4\"/>\n",
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"<text text-anchor=\"start\" x=\"167.5\" y=\"-112.8\" font-family=\"Lato\" font-size=\"14.00\">t</text>\n",
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"<text text-anchor=\"start\" x=\"159.5\" y=\"-97.8\" font-family=\"Lato\" font-size=\"14.00\">[all]</text>\n",
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"<!-- I -->\n",
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"<!-- 1 -->\n",
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"<g id=\"node2\" class=\"node\">\n",
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"<title>1</title>\n",
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"<ellipse fill=\"#ffffaa\" stroke=\"black\" cx=\"56\" cy=\"-45\" rx=\"18\" ry=\"18\"/>\n",
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"<text text-anchor=\"middle\" x=\"56\" y=\"-41.3\" font-family=\"Lato\" font-size=\"14.00\">1</text>\n",
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"</g>\n",
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"<!-- I->1 -->\n",
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"<g id=\"edge1\" class=\"edge\">\n",
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"<title>I->1</title>\n",
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"<path fill=\"none\" stroke=\"black\" d=\"M1.15,-45C2.79,-45 17.15,-45 30.63,-45\"/>\n",
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"<polygon fill=\"black\" stroke=\"black\" points=\"37.94,-45 30.94,-48.15 34.44,-45 30.94,-45 30.94,-45 30.94,-45 34.44,-45 30.94,-41.85 37.94,-45 37.94,-45\"/>\n",
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"</g>\n",
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"<!-- 2 -->\n",
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"<g id=\"node4\" class=\"node\">\n",
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"<title>2</title>\n",
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||||||
|
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}
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],
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"source": [
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|
"si = spot.synthesis_info()\n",
|
||||||
|
"\n",
|
||||||
|
"aut = spot.ltl_to_game(\"(a|b|c|d)->x\", [\"x\"], si)\n",
|
||||||
|
"aut"
|
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|
]
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},
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{
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"execution_count": 26,
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"id": "9064bc60",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"True\n"
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]
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}
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],
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|
"source": [
|
||||||
|
"print(spot.solve_game(aut))"
|
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|
]
|
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|
},
|
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|
{
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|
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],
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]
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},
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"execution_count": 27,
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"metadata": {},
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"output_type": "execute_result"
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||||||
|
}
|
||||||
|
],
|
||||||
|
"source": [
|
||||||
|
"ctrl = spot.solved_game_to_split_mealy(aut)\n",
|
||||||
|
"ctrl"
|
||||||
|
]
|
||||||
|
},
|
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{
|
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"execution_count": 28,
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"id": "9874a530",
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"metadata": {},
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{
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"<title>12->14</title>\n",
|
||||||
|
"<path fill=\"none\" stroke=\"black\" d=\"M140.95,-126.22C144.79,-135.19 149.37,-145.89 153.56,-155.7\"/>\n",
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"<polygon fill=\"black\" stroke=\"black\" points=\"150.44,-157.3 157.59,-165.12 156.87,-154.55 150.44,-157.3\"/>\n",
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|
"</g>\n",
|
||||||
|
"<!-- 16 -->\n",
|
||||||
|
"<g id=\"node4\" class=\"node\">\n",
|
||||||
|
"<title>16</title>\n",
|
||||||
|
"<ellipse fill=\"none\" stroke=\"black\" cx=\"166.2\" cy=\"-267.74\" rx=\"23\" ry=\"23\"/>\n",
|
||||||
|
"<text text-anchor=\"middle\" x=\"166.2\" y=\"-264.04\" font-family=\"Times,serif\" font-size=\"14.00\">16</text>\n",
|
||||||
|
"</g>\n",
|
||||||
|
"<!-- 14->16 -->\n",
|
||||||
|
"<g id=\"edge7\" class=\"edge\">\n",
|
||||||
|
"<title>14->16</title>\n",
|
||||||
|
"<path fill=\"none\" stroke=\"black\" d=\"M166.2,-209.39C166.2,-217.29 166.2,-226.36 166.2,-234.92\"/>\n",
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|
"<polygon fill=\"black\" stroke=\"black\" points=\"162.7,-234.99 166.2,-244.99 169.7,-234.99 162.7,-234.99\"/>\n",
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|
"</g>\n",
|
||||||
|
"<!-- 16->18 -->\n",
|
||||||
|
"<g id=\"edge10\" class=\"edge\">\n",
|
||||||
|
"<title>16->18</title>\n",
|
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|
"<path fill=\"none\" stroke=\"black\" d=\"M151.49,-285.21C141.01,-296.94 126.82,-312.83 115.3,-325.73\"/>\n",
|
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|
"<ellipse fill=\"black\" stroke=\"black\" cx=\"112.55\" cy=\"-328.8\" rx=\"4\" ry=\"4\"/>\n",
|
||||||
|
"</g>\n",
|
||||||
|
"<!-- o0 -->\n",
|
||||||
|
"<g id=\"node7\" class=\"node\">\n",
|
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|
"<title>o0</title>\n",
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|
"<polygon fill=\"#ffe5f1\" stroke=\"black\" points=\"95.2,-407.98 127.69,-442.48 62.7,-442.48 95.2,-407.98\"/>\n",
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"<text text-anchor=\"middle\" x=\"95.2\" y=\"-427.28\" font-family=\"Times,serif\" font-size=\"14.00\">x</text>\n",
|
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|
"</g>\n",
|
||||||
|
"<!-- 18->o0 -->\n",
|
||||||
|
"<g id=\"edge1\" class=\"edge\">\n",
|
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|
"<title>18->o0:s</title>\n",
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|
"<path fill=\"none\" stroke=\"black\" d=\"M95.2,-372.17C95.2,-379.93 95.2,-388.92 95.2,-397.76\"/>\n",
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"<polygon fill=\"black\" stroke=\"black\" points=\"91.7,-397.98 95.2,-407.98 98.7,-397.98 91.7,-397.98\"/>\n",
|
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|
"</g>\n",
|
||||||
|
"<!-- L0 -->\n",
|
||||||
|
"<g id=\"node6\" class=\"node\">\n",
|
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|
"<title>L0</title>\n",
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|
"<polygon fill=\"#ffe6cc\" stroke=\"black\" points=\"388.7,-122.75 333.7,-122.75 333.7,-86.75 388.7,-86.75 388.7,-122.75\"/>\n",
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|
"<text text-anchor=\"middle\" x=\"361.2\" y=\"-101.05\" font-family=\"Times,serif\" font-size=\"14.00\">L0_in</text>\n",
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|
"</g>\n",
|
||||||
|
"<!-- 2 -->\n",
|
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|
"<g id=\"node8\" class=\"node\">\n",
|
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|
"<title>2</title>\n",
|
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|
"<polygon fill=\"#e9f4fb\" stroke=\"black\" points=\"284.2,-46 251.7,-11.5 316.69,-11.5 284.2,-46\"/>\n",
|
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|
"<text text-anchor=\"middle\" x=\"284.2\" y=\"-19.3\" font-family=\"Times,serif\" font-size=\"14.00\">a</text>\n",
|
||||||
|
"</g>\n",
|
||||||
|
"<!-- 2->16 -->\n",
|
||||||
|
"<g id=\"edge8\" class=\"edge\">\n",
|
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|
"<title>2->16</title>\n",
|
||||||
|
"<path fill=\"none\" stroke=\"black\" d=\"M277.64,-39.04C263.71,-70.78 229.83,-146.8 198.2,-208.99 192.9,-219.41 186.74,-230.7 181.25,-240.5\"/>\n",
|
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|
"<ellipse fill=\"black\" stroke=\"black\" cx=\"179.17\" cy=\"-244.19\" rx=\"4\" ry=\"4\"/>\n",
|
||||||
|
"</g>\n",
|
||||||
|
"<!-- 4 -->\n",
|
||||||
|
"<g id=\"node9\" class=\"node\">\n",
|
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|
"<title>4</title>\n",
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|
"<polygon fill=\"#e9f4fb\" stroke=\"black\" points=\"200.2,-46 166.6,-11.5 233.79,-11.5 200.2,-46\"/>\n",
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|
"<text text-anchor=\"middle\" x=\"200.2\" y=\"-19.3\" font-family=\"Times,serif\" font-size=\"14.00\">b</text>\n",
|
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|
"</g>\n",
|
||||||
|
"<!-- 4->14 -->\n",
|
||||||
|
"<g id=\"edge6\" class=\"edge\">\n",
|
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|
"<title>4->14</title>\n",
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|
"<path fill=\"none\" stroke=\"black\" d=\"M196.36,-42.18C190.54,-69.82 179.39,-122.68 172.4,-155.83\"/>\n",
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|
"<ellipse fill=\"black\" stroke=\"black\" cx=\"171.54\" cy=\"-159.89\" rx=\"4\" ry=\"4\"/>\n",
|
||||||
|
"</g>\n",
|
||||||
|
"<!-- 6 -->\n",
|
||||||
|
"<g id=\"node10\" class=\"node\">\n",
|
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|
"<title>6</title>\n",
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|
"<polygon fill=\"#e9f4fb\" stroke=\"black\" points=\"31.2,-46 -0.2,-11.5 62.59,-11.5 31.2,-46\"/>\n",
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|
"<text text-anchor=\"middle\" x=\"31.2\" y=\"-19.3\" font-family=\"Times,serif\" font-size=\"14.00\">c</text>\n",
|
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|
"</g>\n",
|
||||||
|
"<!-- 6->12 -->\n",
|
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|
"<g id=\"edge4\" class=\"edge\">\n",
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|
"<title>6->12</title>\n",
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|
"<path fill=\"none\" stroke=\"black\" d=\"M43.18,-33.46C59.21,-46.12 87.99,-68.84 108.49,-85.03\"/>\n",
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|
"<ellipse fill=\"black\" stroke=\"black\" cx=\"111.68\" cy=\"-87.55\" rx=\"4\" ry=\"4\"/>\n",
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|
"</g>\n",
|
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|
"<!-- 8 -->\n",
|
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|
"<g id=\"node11\" class=\"node\">\n",
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|
"<title>8</title>\n",
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|
"<polygon fill=\"#e9f4fb\" stroke=\"black\" points=\"114.2,-46 80.6,-11.5 147.79,-11.5 114.2,-46\"/>\n",
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|
"<text text-anchor=\"middle\" x=\"114.2\" y=\"-19.3\" font-family=\"Times,serif\" font-size=\"14.00\">d</text>\n",
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|
"</g>\n",
|
||||||
|
"<!-- 8->12 -->\n",
|
||||||
|
"<g id=\"edge3\" class=\"edge\">\n",
|
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|
"<title>8->12</title>\n",
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|
"<path fill=\"none\" stroke=\"black\" d=\"M118.28,-42.1C120.43,-51.62 123.12,-63.53 125.56,-74.34\"/>\n",
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"<ellipse fill=\"black\" stroke=\"black\" cx=\"126.48\" cy=\"-78.43\" rx=\"4\" ry=\"4\"/>\n",
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|
"</g>\n",
|
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|
"<!-- 0 -->\n",
|
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|
"<g id=\"node12\" class=\"node\">\n",
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|
"<title>0</title>\n",
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"<polygon fill=\"#ffe6cc\" stroke=\"black\" points=\"388.2,-41 334.2,-41 334.2,-5 388.2,-5 388.2,-41\"/>\n",
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"<text text-anchor=\"middle\" x=\"361.2\" y=\"-19.3\" font-family=\"Times,serif\" font-size=\"14.00\">False</text>\n",
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|
"</g>\n",
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||||||
|
"<!-- 0->L0 -->\n",
|
||||||
|
"<g id=\"edge2\" class=\"edge\">\n",
|
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|
"<title>0->L0</title>\n",
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"<path fill=\"none\" stroke=\"black\" d=\"M361.2,-41.3C361.2,-52.07 361.2,-66.1 361.2,-78.14\"/>\n",
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"<ellipse fill=\"black\" stroke=\"black\" cx=\"361.2\" cy=\"-82.48\" rx=\"4\" ry=\"4\"/>\n",
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|
"</g>\n",
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|
"</g>\n",
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|
"</svg>\n"
|
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|
],
|
||||||
|
"text/plain": [
|
||||||
|
"<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7fbccc33adb0> >"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"execution_count": 28,
|
||||||
|
"metadata": {},
|
||||||
|
"output_type": "execute_result"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"source": [
|
||||||
|
"aig = spot.mealy_machine_to_aig(ctrl, \"ite\")\n",
|
||||||
|
"aig"
|
||||||
|
]
|
||||||
|
},
|
||||||
{
|
{
|
||||||
"cell_type": "code",
|
"cell_type": "code",
|
||||||
"execution_count": null,
|
"execution_count": null,
|
||||||
"id": "f3b2d981",
|
"id": "eb81b7d3",
|
||||||
"metadata": {},
|
"metadata": {},
|
||||||
"outputs": [],
|
"outputs": [],
|
||||||
"source": []
|
"source": []
|
||||||
|
|
|
||||||
Loading…
Add table
Add a link
Reference in a new issue