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prepare bound_analyzer for using in dio
Signed-off-by: Lev Nachmanson <levnach@hotmail.com>
This commit is contained in:
parent
67d77e26d2
commit
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3 changed files with 360 additions and 333 deletions
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@ -1,24 +1,24 @@
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/*++
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Copyright (c) 2017 Microsoft Corporation
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Copyright (c) 2017 Microsoft Corporation
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Module Name:
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Module Name:
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<name>
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<name>
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Abstract:
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Abstract:
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We have an equality : sum by j of row[j]*x[j] = rs
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We try to pin a var by pushing the total by using the variable bounds
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on a loop we drive the partial sum down, denoting the variables of this process by _u.
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In the same loop trying to pin variables by pushing the partial sum up, denoting the variable related to it by _l
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We have an equality : sum by j of row[j]*x[j] = rs
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We try to pin a var by pushing the total by using the variable bounds
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on a loop we drive the partial sum down, denoting the variables of this process by _u.
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In the same loop trying to pin variables by pushing the partial sum up, denoting the variable related to it by _l
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Author:
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Lev Nachmanson (levnach)
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Nikolaj Bjorner (nbjorner)
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Revision History:
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Author:
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Lev Nachmanson (levnach)
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Nikolaj Bjorner (nbjorner)
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Revision History:
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--*/
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--*/
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#pragma once
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#include "util/vector.h"
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@ -28,312 +28,346 @@ Revision History:
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namespace lp {
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template <typename C, typename B> // C plays a role of a container, B - lp_bound_propagator
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class bound_analyzer_on_row {
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const C& m_row;
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B & m_bp;
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int m_column_of_u; // index of an unlimited from above monoid
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// -1 means that such a value is not found, -2 means that at least two of such monoids were found
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int m_column_of_l; // index of an unlimited from below monoid
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impq m_rs;
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template <typename C, typename B> // C plays a role of a container, B - lp_bound_propagator
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class bound_analyzer_on_row {
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const C& m_row;
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B & m_bp;
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int m_column_of_u; // index of an unlimited from above monoid
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// -1 means that such a value is not found, -2 means that at least two of such monoids were found
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int m_column_of_l; // index of an unlimited from below monoid
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impq m_rs;
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public :
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// constructor
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bound_analyzer_on_row(
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const C & it,
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const numeric_pair<mpq>& rs,
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B & bp)
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:
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m_row(it),
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m_bp(bp),
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m_column_of_u(-1),
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m_column_of_l(-1),
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m_rs(rs)
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{}
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public :
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// constructor
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bound_analyzer_on_row(
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const C & it,
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const numeric_pair<mpq>& rs,
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B & bp)
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:
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m_row(it),
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m_bp(bp),
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m_column_of_u(-1),
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m_column_of_l(-1),
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m_rs(rs)
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{}
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static unsigned analyze_row(const C & row,
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const numeric_pair<mpq>& rs,
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B & bp) {
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bound_analyzer_on_row a(row, rs, bp);
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return a.analyze();
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}
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private:
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unsigned analyze() {
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unsigned num_prop = 0;
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for (const auto & c : m_row) {
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if ((m_column_of_l == -2) && (m_column_of_u == -2))
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return 0;
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analyze_bound_on_var_on_coeff(c.var(), c.coeff());
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static unsigned analyze_row(const C & row,
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const numeric_pair<mpq>& rs,
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B & bp) {
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bound_analyzer_on_row a(row, rs, bp);
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return a.analyze();
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}
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++num_prop;
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if (m_column_of_u >= 0)
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limit_monoid_u_from_below();
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else if (m_column_of_u == -1)
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limit_all_monoids_from_below();
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else
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--num_prop;
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++num_prop;
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if (m_column_of_l >= 0)
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limit_monoid_l_from_above();
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else if (m_column_of_l == -1)
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limit_all_monoids_from_above();
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else
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--num_prop;
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return num_prop;
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}
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private:
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bool bound_is_available(unsigned j, bool lower_bound) {
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return (lower_bound && m_bp.lower_bound_is_available(j)) ||
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(!lower_bound && m_bp.upper_bound_is_available(j));
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}
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const impq & ub(unsigned j) const {
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lp_assert(m_bp.upper_bound_is_available(j));
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return m_bp.get_upper_bound(j);
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}
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const impq & lb(unsigned j) const {
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lp_assert(m_bp.lower_bound_is_available(j));
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return m_bp.get_lower_bound(j);
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}
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const mpq & monoid_max_no_mult(bool a_is_pos, unsigned j, bool & strict) const {
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if (a_is_pos) {
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strict = !is_zero(ub(j).y);
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return ub(j).x;
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}
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strict = !is_zero(lb(j).y);
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return lb(j).x;
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}
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mpq monoid_max(const mpq & a, unsigned j) const {
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return a * (is_pos(a) ? ub(j).x : lb(j).x);
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}
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mpq monoid_max(const mpq & a, unsigned j, bool & strict) const {
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if (is_pos(a)) {
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strict = !is_zero(ub(j).y);
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return a * ub(j).x;
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}
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strict = !is_zero(lb(j).y);
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return a * lb(j).x;
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}
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const mpq & monoid_min_no_mult(bool a_is_pos, unsigned j, bool & strict) const {
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if (!a_is_pos) {
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strict = !is_zero(ub(j).y);
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return ub(j).x;
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}
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strict = !is_zero(lb(j).y);
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return lb(j).x;
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}
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mpq monoid_min(const mpq & a, unsigned j, bool& strict) const {
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if (is_neg(a)) {
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strict = !is_zero(ub(j).y);
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return a * ub(j).x;
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}
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strict = !is_zero(lb(j).y);
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return a * lb(j).x;
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}
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mpq monoid_min(const mpq & a, unsigned j) const {
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return a * (is_neg(a) ? ub(j).x : lb(j).x);
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}
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mpq m_total, m_bound;
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void limit_all_monoids_from_above() {
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int strict = 0;
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m_total.reset();
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lp_assert(is_zero(m_total));
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for (const auto& p : m_row) {
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bool str;
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m_total -= monoid_min(p.coeff(), p.var(), str);
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if (str)
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strict++;
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}
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for (const auto &p : m_row) {
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bool str;
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bool a_is_pos = is_pos(p.coeff());
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m_bound = m_total;
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m_bound /= p.coeff();
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m_bound += monoid_min_no_mult(a_is_pos, p.var(), str);
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if (a_is_pos) {
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limit_j(p.var(), m_bound, true, false, strict - static_cast<int>(str) > 0);
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unsigned analyze() {
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unsigned num_prop = 0;
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for (const auto & c : m_row) {
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if ((m_column_of_l == -2) && (m_column_of_u == -2))
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return 0;
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analyze_bound_on_var_on_coeff(c.var(), c.coeff());
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}
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else {
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limit_j(p.var(), m_bound, false, true, strict - static_cast<int>(str) > 0);
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}
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}
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}
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void limit_all_monoids_from_below() {
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int strict = 0;
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m_total.reset();
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lp_assert(is_zero(m_total));
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for (const auto &p : m_row) {
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bool str;
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m_total -= monoid_max(p.coeff(), p.var(), str);
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if (str)
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strict++;
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}
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for (const auto& p : m_row) {
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bool str;
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bool a_is_pos = is_pos(p.coeff());
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m_bound = m_total;
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m_bound /= p.coeff();
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m_bound += monoid_max_no_mult(a_is_pos, p.var(), str);
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bool astrict = strict - static_cast<int>(str) > 0;
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if (a_is_pos) {
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limit_j(p.var(), m_bound, true, true, astrict);
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}
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else {
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limit_j(p.var(), m_bound, false, false, astrict);
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}
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}
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}
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void limit_monoid_u_from_below() {
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// we are going to limit from below the monoid m_column_of_u,
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// every other monoid is impossible to limit from below
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mpq u_coeff;
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unsigned j;
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m_bound = -m_rs.x;
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bool strict = false;
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for (const auto& p : m_row) {
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j = p.var();
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if (j == static_cast<unsigned>(m_column_of_u)) {
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u_coeff = p.coeff();
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continue;
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}
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bool str;
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m_bound -= monoid_max(p.coeff(), j, str);
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if (str)
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strict = true;
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}
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m_bound /= u_coeff;
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if (u_coeff.is_pos()) {
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limit_j(m_column_of_u, m_bound, true, true, strict);
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} else {
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limit_j(m_column_of_u, m_bound, false, false, strict);
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}
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}
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void limit_monoid_l_from_above() {
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// we are going to limit from above the monoid m_column_of_l,
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// every other monoid is impossible to limit from above
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mpq l_coeff;
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unsigned j;
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m_bound = -m_rs.x;
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bool strict = false;
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for (const auto &p : m_row) {
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j = p.var();
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if (j == static_cast<unsigned>(m_column_of_l)) {
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l_coeff = p.coeff();
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continue;
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}
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bool str;
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m_bound -= monoid_min(p.coeff(), j, str);
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if (str)
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strict = true;
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}
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m_bound /= l_coeff;
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if (is_pos(l_coeff)) {
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limit_j(m_column_of_l, m_bound, true, false, strict);
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} else {
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limit_j(m_column_of_l, m_bound, false, true, strict);
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}
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}
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// // it is the coefficient before the bounded column
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// void provide_evidence(bool coeff_is_pos) {
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// /*
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// auto & be = m_ibounds.back();
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// bool lower_bound = be.m_lower_bound;
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// if (!coeff_is_pos)
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// lower_bound = !lower_bound;
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// auto it = m_row.clone();
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// mpq a; unsigned j;
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// while (it->next(a, j)) {
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// if (be.m_j == j) continue;
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// lp_assert(bound_is_available(j, is_neg(a) ? lower_bound : !lower_bound));
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// be.m_vector_of_bound_signatures.emplace_back(a, j, numeric_traits<impq>::
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// is_neg(a)? lower_bound: !lower_bound);
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// }
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// delete it;
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// */
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// }
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void limit_j(unsigned bound_j, const mpq& u, bool coeff_before_j_is_pos, bool is_lower_bound, bool strict)
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{
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auto* lar = &m_bp.lp();
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const auto& row = this->m_row;
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auto explain = [row, bound_j, coeff_before_j_is_pos, is_lower_bound, strict, lar]() {
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(void) strict;
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TRACE("bound_analyzer", tout << "explain_bound_on_var_on_coeff, bound_j = " << bound_j << ", coeff_before_j_is_pos = " << coeff_before_j_is_pos << ", is_lower_bound = " << is_lower_bound << ", strict = " << strict << "\n";);
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int bound_sign = (is_lower_bound ? 1 : -1);
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int j_sign = (coeff_before_j_is_pos ? 1 : -1) * bound_sign;
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u_dependency* ret = nullptr;
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for (auto const& r : row) {
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unsigned j = r.var();
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if (j == bound_j)
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continue;
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mpq const& a = r.coeff();
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int a_sign = is_pos(a) ? 1 : -1;
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int sign = j_sign * a_sign;
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u_dependency* witness = sign > 0 ? lar->get_column_upper_bound_witness(j) : lar->get_column_lower_bound_witness(j);
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ret = lar->join_deps(ret, witness);
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}
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return ret;
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};
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m_bp.add_bound(u, bound_j, is_lower_bound, strict, explain);
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}
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void advance_u(unsigned j) {
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m_column_of_u = (m_column_of_u == -1) ? j : -2;
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}
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void advance_l(unsigned j) {
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m_column_of_l = (m_column_of_l == -1) ? j : -2;
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}
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void analyze_bound_on_var_on_coeff(int j, const mpq &a) {
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switch (m_bp.get_column_type(j)) {
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case column_type::lower_bound:
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if (numeric_traits<mpq>::is_pos(a))
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advance_u(j);
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else
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advance_l(j);
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break;
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case column_type::upper_bound:
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if (numeric_traits<mpq>::is_neg(a))
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advance_u(j);
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++num_prop;
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if (m_column_of_u >= 0)
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limit_monoid_u_from_below();
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else if (m_column_of_u == -1)
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limit_all_monoids_from_below();
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else
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advance_l(j);
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break;
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case column_type::free_column:
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advance_u(j);
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advance_l(j);
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break;
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default:
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break;
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}
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}
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};
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--num_prop;
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++num_prop;
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if (m_column_of_l >= 0)
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limit_monoid_l_from_above();
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else if (m_column_of_l == -1)
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limit_all_monoids_from_above();
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else
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--num_prop;
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return num_prop;
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}
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bool bound_is_available(unsigned j, bool lower_bound) {
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return (lower_bound && m_bp.lower_bound_is_available(j)) ||
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(!lower_bound && m_bp.upper_bound_is_available(j));
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}
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const impq & ub(unsigned j) const {
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lp_assert(upper_bound_is_available(j));
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return get_upper_bound(j);
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}
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const impq & lb(unsigned j) const {
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lp_assert(lower_bound_is_available(j));
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return get_lower_bound(j);
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}
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const mpq & monoid_max_no_mult(bool a_is_pos, unsigned j, bool & strict) const {
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if (a_is_pos) {
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strict = !is_zero(ub(j).y);
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return ub(j).x;
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}
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strict = !is_zero(lb(j).y);
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return lb(j).x;
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}
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mpq monoid_max(const mpq & a, unsigned j) const {
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return a * (is_pos(a) ? ub(j).x : lb(j).x);
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}
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mpq monoid_max(const mpq & a, unsigned j, bool & strict) const {
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if (is_pos(a)) {
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strict = !is_zero(ub(j).y);
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return a * ub(j).x;
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}
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strict = !is_zero(lb(j).y);
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return a * lb(j).x;
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}
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const mpq & monoid_min_no_mult(bool a_is_pos, unsigned j, bool & strict) const {
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if (!a_is_pos) {
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strict = !is_zero(ub(j).y);
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return ub(j).x;
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}
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strict = !is_zero(lb(j).y);
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return lb(j).x;
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}
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mpq monoid_min(const mpq & a, unsigned j, bool& strict) const {
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if (is_neg(a)) {
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strict = !is_zero(ub(j).y);
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return a * ub(j).x;
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}
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strict = !is_zero(lb(j).y);
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return a * lb(j).x;
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}
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mpq monoid_min(const mpq & a, unsigned j) const {
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return a * (is_neg(a) ? ub(j).x : lb(j).x);
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}
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mpq m_total, m_bound;
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void limit_all_monoids_from_above() {
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int strict = 0;
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m_total.reset();
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lp_assert(is_zero(m_total));
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for (const auto& p : m_row) {
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bool str;
|
||||
m_total -= monoid_min(p.coeff(), p.var(), str);
|
||||
if (str)
|
||||
strict++;
|
||||
}
|
||||
|
||||
for (const auto &p : m_row) {
|
||||
bool str;
|
||||
bool a_is_pos = is_pos(p.coeff());
|
||||
m_bound = m_total;
|
||||
m_bound /= p.coeff();
|
||||
m_bound += monoid_min_no_mult(a_is_pos, p.var(), str);
|
||||
if (a_is_pos) {
|
||||
limit_j(p.var(), m_bound, true, false, strict - static_cast<int>(str) > 0);
|
||||
}
|
||||
else {
|
||||
limit_j(p.var(), m_bound, false, true, strict - static_cast<int>(str) > 0);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
void limit_all_monoids_from_below() {
|
||||
int strict = 0;
|
||||
m_total.reset();
|
||||
lp_assert(is_zero(m_total));
|
||||
for (const auto &p : m_row) {
|
||||
bool str;
|
||||
m_total -= monoid_max(p.coeff(), p.var(), str);
|
||||
if (str)
|
||||
strict++;
|
||||
}
|
||||
|
||||
for (const auto& p : m_row) {
|
||||
bool str;
|
||||
bool a_is_pos = is_pos(p.coeff());
|
||||
m_bound = m_total;
|
||||
m_bound /= p.coeff();
|
||||
m_bound += monoid_max_no_mult(a_is_pos, p.var(), str);
|
||||
bool astrict = strict - static_cast<int>(str) > 0;
|
||||
if (a_is_pos) {
|
||||
limit_j(p.var(), m_bound, true, true, astrict);
|
||||
}
|
||||
else {
|
||||
limit_j(p.var(), m_bound, false, false, astrict);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
void limit_monoid_u_from_below() {
|
||||
// we are going to limit from below the monoid m_column_of_u,
|
||||
// every other monoid is impossible to limit from below
|
||||
mpq u_coeff;
|
||||
unsigned j;
|
||||
m_bound = -m_rs.x;
|
||||
bool strict = false;
|
||||
for (const auto& p : m_row) {
|
||||
j = p.var();
|
||||
if (j == static_cast<unsigned>(m_column_of_u)) {
|
||||
u_coeff = p.coeff();
|
||||
continue;
|
||||
}
|
||||
bool str;
|
||||
m_bound -= monoid_max(p.coeff(), j, str);
|
||||
if (str)
|
||||
strict = true;
|
||||
}
|
||||
|
||||
m_bound /= u_coeff;
|
||||
|
||||
if (u_coeff.is_pos()) {
|
||||
limit_j(m_column_of_u, m_bound, true, true, strict);
|
||||
} else {
|
||||
limit_j(m_column_of_u, m_bound, false, false, strict);
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
void limit_monoid_l_from_above() {
|
||||
// we are going to limit from above the monoid m_column_of_l,
|
||||
// every other monoid is impossible to limit from above
|
||||
mpq l_coeff;
|
||||
unsigned j;
|
||||
m_bound = -m_rs.x;
|
||||
bool strict = false;
|
||||
for (const auto &p : m_row) {
|
||||
j = p.var();
|
||||
if (j == static_cast<unsigned>(m_column_of_l)) {
|
||||
l_coeff = p.coeff();
|
||||
continue;
|
||||
}
|
||||
|
||||
bool str;
|
||||
m_bound -= monoid_min(p.coeff(), j, str);
|
||||
if (str)
|
||||
strict = true;
|
||||
}
|
||||
m_bound /= l_coeff;
|
||||
if (is_pos(l_coeff)) {
|
||||
limit_j(m_column_of_l, m_bound, true, false, strict);
|
||||
} else {
|
||||
limit_j(m_column_of_l, m_bound, false, true, strict);
|
||||
}
|
||||
}
|
||||
|
||||
// // it is the coefficient before the bounded column
|
||||
// void provide_evidence(bool coeff_is_pos) {
|
||||
// /*
|
||||
// auto & be = m_ibounds.back();
|
||||
// bool lower_bound = be.m_lower_bound;
|
||||
// if (!coeff_is_pos)
|
||||
// lower_bound = !lower_bound;
|
||||
// auto it = m_row.clone();
|
||||
// mpq a; unsigned j;
|
||||
// while (it->next(a, j)) {
|
||||
// if (be.m_j == j) continue;
|
||||
// lp_assert(bound_is_available(j, is_neg(a) ? lower_bound : !lower_bound));
|
||||
// be.m_vector_of_bound_signatures.emplace_back(a, j, numeric_traits<impq>::
|
||||
// is_neg(a)? lower_bound: !lower_bound);
|
||||
// }
|
||||
// delete it;
|
||||
// */
|
||||
// }
|
||||
|
||||
void limit_j(unsigned bound_j, const mpq& u, bool coeff_before_j_is_pos, bool is_lower_bound, bool strict)
|
||||
{
|
||||
auto* lar = &m_bp.lp();
|
||||
const auto& row = this->m_row;
|
||||
auto explain = [row, bound_j, coeff_before_j_is_pos, is_lower_bound, strict, lar]() {
|
||||
(void) strict;
|
||||
TRACE("bound_analyzer", tout << "explain_bound_on_var_on_coeff, bound_j = " << bound_j << ", coeff_before_j_is_pos = " << coeff_before_j_is_pos << ", is_lower_bound = " << is_lower_bound << ", strict = " << strict << "\n";);
|
||||
int bound_sign = (is_lower_bound ? 1 : -1);
|
||||
int j_sign = (coeff_before_j_is_pos ? 1 : -1) * bound_sign;
|
||||
|
||||
u_dependency* ret = nullptr;
|
||||
for (auto const& r : row) {
|
||||
unsigned j = r.var();
|
||||
if (j == bound_j)
|
||||
continue;
|
||||
mpq const& a = r.coeff();
|
||||
int a_sign = is_pos(a) ? 1 : -1;
|
||||
int sign = j_sign * a_sign;
|
||||
u_dependency* witness = sign > 0 ? lar->get_column_upper_bound_witness(j) : lar->get_column_lower_bound_witness(j);
|
||||
ret = lar->join_deps(ret, witness);
|
||||
}
|
||||
return ret;
|
||||
};
|
||||
m_bp.add_bound(u, bound_j, is_lower_bound, strict, explain);
|
||||
}
|
||||
|
||||
void advance_u(unsigned j) {
|
||||
m_column_of_u = (m_column_of_u == -1) ? j : -2;
|
||||
}
|
||||
|
||||
void advance_l(unsigned j) {
|
||||
m_column_of_l = (m_column_of_l == -1) ? j : -2;
|
||||
}
|
||||
|
||||
void analyze_bound_on_var_on_coeff(int j, const mpq &a) {
|
||||
switch (get_column_type(j)) {
|
||||
case column_type::lower_bound:
|
||||
if (numeric_traits<mpq>::is_pos(a))
|
||||
advance_u(j);
|
||||
else
|
||||
advance_l(j);
|
||||
break;
|
||||
case column_type::upper_bound:
|
||||
if (numeric_traits<mpq>::is_neg(a))
|
||||
advance_u(j);
|
||||
else
|
||||
advance_l(j);
|
||||
break;
|
||||
case column_type::free_column:
|
||||
advance_u(j);
|
||||
advance_l(j);
|
||||
break;
|
||||
default:
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
const impq& get_upper_bound(unsigned j) const {
|
||||
return lp().get_upper_bound(j);
|
||||
}
|
||||
|
||||
const impq& get_lower_bound(unsigned j) const {
|
||||
return lp().get_lower_bound(j);
|
||||
}
|
||||
|
||||
column_type get_column_type(unsigned j) const {
|
||||
return (lp().get_column_types())[j];
|
||||
}
|
||||
|
||||
const auto& lp() const { return m_bp.lp(); }
|
||||
|
||||
auto& lp() { return m_bp.lp(); }
|
||||
|
||||
bool upper_bound_is_available(unsigned j) const {
|
||||
switch (get_column_type(j)) {
|
||||
case column_type::fixed:
|
||||
case column_type::boxed:
|
||||
case column_type::upper_bound:
|
||||
return true;
|
||||
default:
|
||||
return false;
|
||||
}
|
||||
}
|
||||
bool lower_bound_is_available(unsigned j) const {
|
||||
switch (get_column_type(j)) {
|
||||
case column_type::fixed:
|
||||
case column_type::boxed:
|
||||
case column_type::lower_bound:
|
||||
return true;
|
||||
default:
|
||||
return false;
|
||||
}
|
||||
}
|
||||
};
|
||||
}
|
||||
|
||||
|
|
|
@ -1623,7 +1623,17 @@ namespace lp {
|
|||
}
|
||||
|
||||
lia_move propagate_bounds_on_tightened_columns() {
|
||||
for (unsigned j : m_tightened_columns) {
|
||||
const auto& t = lra.get_term(j);
|
||||
// SASSERT(get_term_value(t).x = lra.get_column_value(j).x);
|
||||
bound_analyzer_on_row<lar_term, dioph_eq::imp>::analyze_row(t, lra.get_column_value(j), *this);
|
||||
}
|
||||
return lia_move::undef;
|
||||
|
||||
}
|
||||
|
||||
void add_bound(mpq const& v, unsigned j, bool is_low, bool strict, std::function<u_dependency* ()> explain_bound) {
|
||||
NOT_IMPLEMENTED_YET();
|
||||
}
|
||||
// m_espace contains the coefficients of the term
|
||||
// m_c contains the fixed part of the term
|
||||
|
@ -1647,7 +1657,7 @@ namespace lp {
|
|||
return lia_move::conflict;
|
||||
}
|
||||
}
|
||||
std::cout << "new tbs:" << m_tightened_columns.size() << "\n";
|
||||
|
||||
return lia_move::undef;
|
||||
}
|
||||
|
||||
|
@ -2559,6 +2569,10 @@ namespace lp {
|
|||
SASSERT(!ret || m_var_register.local_to_external(j) == UINT_MAX);
|
||||
return ret;
|
||||
}
|
||||
// needed for the template bound_analyzer_on_row.h
|
||||
const lar_solver& lp() const { return lra; }
|
||||
lar_solver& lp() {return lra;}
|
||||
|
||||
};
|
||||
// Constructor definition
|
||||
dioph_eq::dioph_eq(int_solver& lia) {
|
||||
|
|
|
@ -44,26 +44,6 @@ class lp_bound_propagator {
|
|||
public:
|
||||
const lar_solver& lp() const { return m_imp.lp(); }
|
||||
lar_solver& lp() { return m_imp.lp(); }
|
||||
bool upper_bound_is_available(unsigned j) const {
|
||||
switch (get_column_type(j)) {
|
||||
case column_type::fixed:
|
||||
case column_type::boxed:
|
||||
case column_type::upper_bound:
|
||||
return true;
|
||||
default:
|
||||
return false;
|
||||
}
|
||||
}
|
||||
bool lower_bound_is_available(unsigned j) const {
|
||||
switch (get_column_type(j)) {
|
||||
case column_type::fixed:
|
||||
case column_type::boxed:
|
||||
case column_type::lower_bound:
|
||||
return true;
|
||||
default:
|
||||
return false;
|
||||
}
|
||||
}
|
||||
private:
|
||||
void try_add_equation_with_internal_fixed_tables(unsigned r1) {
|
||||
unsigned v1, v2;
|
||||
|
@ -145,7 +125,6 @@ public:
|
|||
return (*m_column_types)[j] == column_type::fixed && get_lower_bound(j).y.is_zero();
|
||||
}
|
||||
|
||||
|
||||
void add_bound(mpq const& v, unsigned j, bool is_low, bool strict, std::function<u_dependency* ()> explain_bound) {
|
||||
lconstraint_kind kind = is_low ? GE : LE;
|
||||
if (strict)
|
||||
|
|
Loading…
Add table
Add a link
Reference in a new issue