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z3/src/sat/sat_unit_walk.cpp
Nikolaj Bjorner a5b663c52d add unit walk engine
Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>
2017-12-17 16:09:07 -08:00

363 lines
11 KiB
C++

/*++
Copyright (c) 2017 Microsoft Corporation
Module Name:
sat_unit_walk.cpp
Abstract:
unit walk local search procedure.
A variant of UnitWalk. Hirsch and Kojevinkov, SAT 2001.
This version uses a trail to reset assignments and integrates directly with the
watch list structure. Thus, assignments are not delayed and we avoid treating
pending units as a multi-set.
It uses standard DPLL approach for backracking, flipping the last decision literal that
lead to a conflict. It restarts after evern 100 conflicts.
It does not attempt to add conflict clauses or alternate with
walksat.
It can receive conflict clauses from a concurrent CDCL solver and does not
create its own conflict clauses.
The phase of variables is optionally sticky between rounds. We use a decay rate
to compute stickiness of a variable.
Author:
Nikolaj Bjorner (nbjorner) 2017-12-15.
Revision History:
--*/
#include "sat_unit_walk.h"
namespace sat {
unit_walk::unit_walk(solver& s):
s(s)
{
m_runs = 0;
m_periods = 0;
m_max_runs = UINT_MAX;
m_max_periods = 100; // 5000; // UINT_MAX; // TBD configure
m_max_conflicts = 100;
m_sticky_phase = true;
m_flips = 0;
}
class scoped_set_unit_walk {
solver& s;
public:
scoped_set_unit_walk(unit_walk* u, solver& s): s(s) {
if (s.get_extension()) s.get_extension()->set_unit_walk(u);
}
~scoped_set_unit_walk() {
if (s.get_extension()) s.get_extension()->set_unit_walk(nullptr);
}
};
lbool unit_walk::operator()() {
scoped_set_unit_walk _scoped_set(this, s);
init_runs();
for (m_runs = 0; m_runs < m_max_runs || m_max_runs == UINT_MAX; ++m_runs) {
init_propagation();
init_phase();
for (m_periods = 0; m_periods < m_max_periods || m_max_periods == UINT_MAX; ++m_periods) {
if (!s.rlimit().inc()) return l_undef;
lbool r = unit_propagation();
if (r != l_undef) return r;
}
}
return l_undef;
}
lbool unit_walk::unit_propagation() {
init_propagation();
while (!m_freevars.empty() && !inconsistent()) {
bool_var v = m_freevars.begin()[m_rand(m_freevars.size())];
literal lit(v, !m_phase[v]);
++s.m_stats.m_decision;
m_decisions.push_back(lit);
assign(lit);
propagate();
while (inconsistent() && !m_decisions.empty()) {
++m_conflicts;
backtrack();
propagate();
}
if (m_conflicts >= m_max_conflicts && !m_freevars.empty()) {
set_conflict();
break;
}
}
if (!inconsistent()) {
log_status();
IF_VERBOSE(1, verbose_stream() << "(sat-unit-walk sat)\n";);
s.mk_model();
return l_true;
}
return l_undef;
}
void unit_walk::init_runs() {
m_freevars.reset();
m_trail.reset();
m_decisions.reset();
m_phase.resize(s.num_vars());
double2 d2;
d2.t = 1.0;
d2.f = 1.0;
m_phase_tf.resize(s.num_vars(), d2);
for (unsigned i = 0; i < s.num_vars(); ++i) {
literal l(i, false);
if (!s.was_eliminated(l.var()) && s.m_assignment[l.index()] == l_undef)
m_freevars.insert(l.var());
}
IF_VERBOSE(1, verbose_stream() << "num vars: " << s.num_vars() << " free vars: " << m_freevars.size() << "\n";);
}
void unit_walk::init_phase() {
m_max_trail = 0;
if (m_sticky_phase) {
for (bool_var v : m_freevars) {
m_phase[v] = m_rand(100 * static_cast<unsigned>(m_phase_tf[v].t + m_phase_tf[v].f)) <= 100 * m_phase_tf[v].t;
}
}
else {
for (bool_var v : m_freevars)
m_phase[v] = (m_rand(2) == 0);
}
}
void unit_walk::init_propagation() {
if (s.m_par && s.m_par->copy_solver(s)) {
IF_VERBOSE(1, verbose_stream() << "(sat-unit-walk fresh copy)\n";);
if (s.get_extension()) s.get_extension()->set_unit_walk(this);
init_runs();
init_phase();
}
if (m_max_trail == 0 || m_trail.size() > m_max_trail) {
m_max_trail = m_trail.size();
log_status();
}
for (literal lit : m_trail) {
s.m_assignment[lit.index()] = l_undef;
s.m_assignment[(~lit).index()] = l_undef;
m_freevars.insert(lit.var());
}
m_flips = 0;
m_trail.reset();
m_conflicts = 0;
m_decisions.reset();
m_qhead = 0;
m_inconsistent = false;
}
void unit_walk::propagate() {
while (m_qhead < m_trail.size() && !inconsistent())
propagate(choose_literal());
// IF_VERBOSE(1, verbose_stream() << m_trail.size() << " " << inconsistent() << "\n";);
}
void unit_walk::propagate(literal l) {
++s.m_stats.m_propagate;
literal not_l = ~l;
literal l1, l2;
lbool val1, val2;
bool keep;
watch_list & wlist = s.get_wlist(l);
watch_list::iterator it = wlist.begin();
watch_list::iterator it2 = it;
watch_list::iterator end = wlist.end();
for (; it != end; ++it) {
switch (it->get_kind()) {
case watched::BINARY:
l1 = it->get_literal();
switch (value(l1)) {
case l_false:
conflict_cleanup(it, it2, wlist);
set_conflict(l,l1);
return;
case l_undef:
assign(l1);
break;
case l_true:
break; // skip
}
*it2 = *it;
it2++;
break;
case watched::TERNARY:
l1 = it->get_literal1();
l2 = it->get_literal2();
val1 = value(l1);
val2 = value(l2);
if (val1 == l_false && val2 == l_undef) {
assign(l2);
}
else if (val1 == l_undef && val2 == l_false) {
assign(l1);
}
else if (val1 == l_false && val2 == l_false) {
conflict_cleanup(it, it2, wlist);
set_conflict(l,l1,l2);
return;
}
*it2 = *it;
it2++;
break;
case watched::CLAUSE: {
if (value(it->get_blocked_literal()) == l_true) {
*it2 = *it;
it2++;
break;
}
clause_offset cls_off = it->get_clause_offset();
clause & c = s.get_clause(cls_off);
if (c[0] == not_l)
std::swap(c[0], c[1]);
if (c[1] != not_l) {
*it2 = *it;
it2++;
break;
}
if (value(c[0]) == l_true) {
it2->set_clause(c[0], cls_off);
it2++;
break;
}
SASSERT(c[1] == not_l);
literal * l_it = c.begin() + 2;
literal * l_end = c.end();
for (; l_it != l_end; ++l_it) {
if (value(*l_it) != l_false) {
c[1] = *l_it;
*l_it = not_l;
s.get_wlist((~c[1]).index()).push_back(watched(c[0], cls_off));
goto end_clause_case;
}
}
SASSERT(value(c[0]) == l_false || value(c[0]) == l_undef);
if (value(c[0]) == l_false) {
c.mark_used();
conflict_cleanup(it, it2, wlist);
set_conflict(c);
return;
}
else {
*it2 = *it;
it2++;
assign(c[0]);
}
end_clause_case:
break;
}
case watched::EXT_CONSTRAINT:
SASSERT(s.get_extension());
keep = s.get_extension()->propagate(l, it->get_ext_constraint_idx());
if (inconsistent()) {
if (!keep) {
++it;
}
set_conflict(l, l);
conflict_cleanup(it, it2, wlist);
return;
}
if (keep) {
*it2 = *it;
it2++;
}
break;
default:
UNREACHABLE();
break;
}
}
wlist.set_end(it2);
}
void unit_walk::assign(literal lit) {
SASSERT(value(lit) == l_undef);
s.m_assignment[lit.index()] = l_true;
s.m_assignment[(~lit).index()] = l_false;
m_trail.push_back(lit);
m_freevars.remove(lit.var());
if (s.get_extension() && s.is_external(lit.var())) {
s.get_extension()->asserted(lit);
}
if (m_phase[lit.var()] == lit.sign()) {
++m_flips;
flip_phase(lit);
}
}
void unit_walk::flip_phase(literal l) {
bool_var v = l.var();
m_phase[v] = !m_phase[v];
if (m_sticky_phase) {
m_phase_tf[v].f *= 0.98;
m_phase_tf[v].t *= 0.98;
if (m_phase[v]) m_phase_tf[v].t += 1; else m_phase_tf[v].f += 1;
}
}
void unit_walk::log_status() {
IF_VERBOSE(1, verbose_stream() << "(sat-unit-walk :trail " << m_max_trail
<< " :branches " << m_decisions.size()
<< " :free " << m_freevars.size()
<< " :periods " << m_periods
<< " :decisions " << s.m_stats.m_decision
<< " :propagations " << s.m_stats.m_propagate
<< ")\n";);
}
literal unit_walk::choose_literal() {
SASSERT(m_qhead < m_trail.size());
unsigned idx = m_rand(m_trail.size() - m_qhead);
std::swap(m_trail[m_qhead], m_trail[m_qhead + idx]);
literal lit = m_trail[m_qhead++];
return lit;
}
void unit_walk::set_conflict(literal l1, literal l2) {
set_conflict();
}
void unit_walk::set_conflict(literal l1, literal l2, literal l3) {
set_conflict();
}
void unit_walk::set_conflict(clause const& c) {
set_conflict();
}
void unit_walk::set_conflict() {
m_inconsistent = true;
}
void unit_walk::backtrack() {
if (m_decisions.empty()) return;
literal dlit = m_decisions.back();
literal lit;
do {
SASSERT(!m_trail.empty());
lit = m_trail.back();
s.m_assignment[lit.index()] = l_undef;
s.m_assignment[(~lit).index()] = l_undef;
m_freevars.insert(lit.var());
m_trail.pop_back();
}
while (lit != dlit);
m_inconsistent = false;
m_decisions.pop_back();
m_qhead = m_trail.size();
assign(~dlit);
}
};