/*++ Copyright (c) 2017 Microsoft Corporation Module Name: Abstract: Author: Nikolaj Bjorner (nbjorner) Lev Nachmanson (levnach) Revision History: --*/ #include "math/lp/gomory.h" #include "math/lp/int_solver.h" #include "math/lp/lar_solver.h" #include "math/lp/lp_utils.h" namespace lp { class gomory::imp { lar_term & m_t; // the term to return in the cut mpq & m_k; // the right side of the cut explanation* m_ex; // the conflict explanation unsigned m_inf_col; // a basis column which has to be an integer but has a non integral value const row_strip& m_row; const int_solver& m_int_solver; mpq m_lcm_den; mpq m_f; mpq m_one_minus_f; mpq m_fj; mpq m_one_minus_fj; const impq & get_value(unsigned j) const { return m_int_solver.get_value(j); } bool is_real(unsigned j) const { return m_int_solver.is_real(j); } bool at_lower(unsigned j) const { return m_int_solver.at_lower(j); } bool at_upper(unsigned j) const { return m_int_solver.at_upper(j); } const impq & lower_bound(unsigned j) const { return m_int_solver.lower_bound(j); } const impq & upper_bound(unsigned j) const { return m_int_solver.upper_bound(j); } constraint_index column_lower_bound_constraint(unsigned j) const { return m_int_solver.column_lower_bound_constraint(j); } constraint_index column_upper_bound_constraint(unsigned j) const { return m_int_solver.column_upper_bound_constraint(j); } bool column_is_fixed(unsigned j) const { return m_int_solver.m_lar_solver->column_is_fixed(j); } void int_case_in_gomory_cut(unsigned j) { lp_assert(m_int_solver.column_is_int(j) && m_fj.is_pos()); TRACE("gomory_cut_detail", tout << " k = " << m_k; tout << ", fj: " << m_fj << ", "; tout << (at_lower(j)?"at_lower":"at_upper")<< std::endl; ); mpq new_a; if (at_lower(j)) { new_a = m_fj <= m_one_minus_f ? m_fj / m_one_minus_f : ((1 - m_fj) / m_f); lp_assert(new_a.is_pos()); m_k.addmul(new_a, lower_bound(j).x); m_ex->push_justification(column_lower_bound_constraint(j)); } else { lp_assert(at_upper(j)); // the upper terms are inverted: therefore we have the minus new_a = - (m_fj <= m_f ? m_fj / m_f : ((1 - m_fj) / m_one_minus_f)); lp_assert(new_a.is_neg()); m_k.addmul(new_a, upper_bound(j).x); m_ex->push_justification(column_upper_bound_constraint(j)); } m_t.add_coeff_var(new_a, j); m_lcm_den = lcm(m_lcm_den, denominator(new_a)); TRACE("gomory_cut_detail", tout << "new_a = " << new_a << ", k = " << m_k << ", lcm_den = " << m_lcm_den << "\n";); } void real_case_in_gomory_cut(const mpq & a, unsigned j) { TRACE("gomory_cut_detail_real", tout << "real\n";); mpq new_a; if (at_lower(j)) { if (a.is_pos()) { new_a = a / m_one_minus_f; } else { new_a = - a / m_f; } m_k.addmul(new_a, lower_bound(j).x); // is it a faster operation than // k += lower_bound(j).x * new_a; m_ex->push_justification(column_lower_bound_constraint(j)); } else { lp_assert(at_upper(j)); if (a.is_pos()) { new_a = - a / m_f; } else { new_a = a / m_one_minus_f; } m_k.addmul(new_a, upper_bound(j).x); // k += upper_bound(j).x * new_a; m_ex->push_justification(column_upper_bound_constraint(j)); } TRACE("gomory_cut_detail_real", tout << a << "*v" << j << " k: " << m_k << "\n";); m_t.add_coeff_var(new_a, j); } lia_move report_conflict_from_gomory_cut() { lp_assert(m_k.is_pos()); // conflict 0 >= k where k is positive m_k.neg(); // returning 0 <= -k return lia_move::conflict; } void adjust_term_and_k_for_some_ints_case_gomory() { lp_assert(!m_t.is_empty()); // k = 1 + sum of m_t at bounds auto pol = m_t.coeffs_as_vector(); m_t.clear(); if (pol.size() == 1) { TRACE("gomory_cut_detail", tout << "pol.size() is 1" << std::endl;); unsigned v = pol[0].second; lp_assert(m_int_solver.column_is_int(v)); const mpq& a = pol[0].first; m_k /= a; if (a.is_pos()) { // we have av >= k if (!m_k.is_int()) m_k = ceil(m_k); // switch size m_t.add_coeff_var(- mpq(1), v); m_k.neg(); } else { if (!m_k.is_int()) m_k = floor(m_k); m_t.add_coeff_var(mpq(1), v); } } else { m_lcm_den = lcm(m_lcm_den, denominator(m_k)); lp_assert(m_lcm_den.is_pos()); TRACE("gomory_cut_detail", tout << "pol.size() > 1 den: " << m_lcm_den << std::endl;); if (!m_lcm_den.is_one()) { // normalize coefficients of integer parameters to be integers. for (auto & pi: pol) { pi.first *= m_lcm_den; SASSERT(!m_int_solver.column_is_int(pi.second) || pi.first.is_int()); } m_k *= m_lcm_den; } // negate everything to return -pol <= -m_k for (const auto & pi: pol) m_t.add_coeff_var(-pi.first, pi.second); m_k.neg(); } TRACE("gomory_cut_detail", tout << "k = " << m_k << std::endl;); lp_assert(m_k.is_int()); } std::string var_name(unsigned j) const { return std::string("x") + std::to_string(j); } std::ostream& dump_coeff_val(std::ostream & out, const mpq & a) const { if (a.is_int()) { out << a; } else if ( a >= zero_of_type()) out << "(/ " << numerator(a) << " " << denominator(a) << ")"; else { out << "(- ( / " << numerator(-a) << " " << denominator(-a) << "))"; } return out; } template void dump_coeff(std::ostream & out, const T& c) const { out << "( * "; dump_coeff_val(out, c.coeff()); out << " " << var_name(c.var()) << ")"; } std::ostream& dump_row_coefficients(std::ostream & out) const { mpq lc(1); for (const auto& p : m_row) { lc = lcm(lc, denominator(p.coeff())); } for (const auto& p : m_row) { dump_coeff_val(out << " (* ", p.coeff()*lc) << " " << var_name(p.var()) << ")"; } return out; } void dump_the_row(std::ostream& out) const { out << "; the row, excluding fixed vars\n"; out << "(assert ( = ( +"; dump_row_coefficients(out) << ") 0))\n"; } void dump_declaration(std::ostream& out, unsigned v) const { out << "(declare-const " << var_name(v) << (m_int_solver.column_is_int(v) ? " Int" : " Real") << ")\n"; } void dump_declarations(std::ostream& out) const { // for a column j the var name is vj for (const auto & p : m_row) { dump_declaration(out, p.var()); } for (const auto& p : m_t) { unsigned v = p.var(); if (m_int_solver.m_lar_solver->is_term(v)) { dump_declaration(out, v); } } } void dump_lower_bound_expl(std::ostream & out, unsigned j) const { out << "(assert (>= " << var_name(j) << " " << lower_bound(j).x << "))\n"; } void dump_upper_bound_expl(std::ostream & out, unsigned j) const { out << "(assert (<= " << var_name(j) << " " << upper_bound(j).x << "))\n"; } void dump_explanations(std::ostream& out) const { for (const auto & p : m_row) { unsigned j = p.var(); if (j == m_inf_col || (!is_real(j) && p.coeff().is_int())) { continue; } else if (at_lower(j)) { dump_lower_bound_expl(out, j); } else { lp_assert(at_upper(j)); dump_upper_bound_expl(out, j); } } } std::ostream& dump_term_coefficients(std::ostream & out) const { for (const auto& p : m_t) { dump_coeff(out, p); } return out; } std::ostream& dump_term_sum(std::ostream & out) const { return dump_term_coefficients(out << "(+ ") << ")"; } std::ostream& dump_term_le_k(std::ostream & out) const { return dump_term_sum(out << "(<= ") << " " << m_k << ")"; } void dump_the_cut_assert(std::ostream & out) const { dump_term_le_k(out << "(assert (not ") << "))\n"; } void dump_cut_and_constraints_as_smt_lemma(std::ostream& out) const { dump_declarations(out); dump_the_row(out); dump_explanations(out); dump_the_cut_assert(out); out << "(check-sat)\n"; } public: lia_move create_cut() { TRACE("gomory_cut", print_linear_combination_of_column_indices_only(m_row, tout << "applying cut at:\n"); tout << std::endl; for (auto & p : m_row) { m_int_solver.m_lar_solver->m_mpq_lar_core_solver.m_r_solver.print_column_info(p.var(), tout); } tout << "inf_col = " << m_inf_col << std::endl; ); // gomory will be t <= k and the current solution has a property t > k m_k = 1; m_t.clear(); mpq m_lcm_den(1); bool some_int_columns = false; mpq m_f = fractional_part(get_value(m_inf_col)); TRACE("gomory_cut_detail", tout << "m_f: " << m_f << ", "; tout << "1 - m_f: " << 1 - m_f << ", get_value(m_inf_col).x - m_f = " << get_value(m_inf_col).x - m_f << "\n";); lp_assert(m_f.is_pos() && (get_value(m_inf_col).x - m_f).is_int()); mpq one_min_m_f = 1 - m_f; for (const auto & p : m_row) { unsigned j = p.var(); if (j == m_inf_col) { lp_assert(p.coeff() == one_of_type()); TRACE("gomory_cut_detail", tout << "seeing basic var\n";); continue; } // use -p.coeff() to make the format compatible with the format used in: Integrating Simplex with DPLL(T) if (is_real(j)) { real_case_in_gomory_cut(- p.coeff(), j); } else { if (p.coeff().is_int()) { // m_fj will be zero and no monomial will be added continue; } some_int_columns = true; m_fj = fractional_part(-p.coeff()); m_one_minus_fj = 1 - m_fj; int_case_in_gomory_cut(j); } } if (m_t.is_empty()) return report_conflict_from_gomory_cut(); if (some_int_columns) adjust_term_and_k_for_some_ints_case_gomory(); lp_assert(m_int_solver.current_solution_is_inf_on_cut()); TRACE("gomory_cut_detail", dump_cut_and_constraints_as_smt_lemma(tout);); m_int_solver.m_lar_solver->subs_term_columns(m_t); TRACE("gomory_cut", print_linear_combination_of_column_indices_only(m_t.coeffs_as_vector(), tout << "gomory cut:"); tout << " <= " << m_k << std::endl;); return lia_move::cut; } imp(lar_term & t, mpq & k, explanation* ex, unsigned basic_inf_int_j, const row_strip& row, const int_solver& int_slv ) : m_t(t), m_k(k), m_ex(ex), m_inf_col(basic_inf_int_j), m_row(row), m_int_solver(int_slv), m_lcm_den(1), m_f(fractional_part(get_value(basic_inf_int_j).x)), m_one_minus_f(1 - m_f) {} }; lia_move gomory::create_cut() { return m_imp->create_cut(); } gomory::gomory(lar_term & t, mpq & k, explanation* ex, unsigned basic_inf_int_j, const row_strip& row, const int_solver& s) { m_imp = alloc(imp, t, k, ex, basic_inf_int_j, row, s); } gomory::~gomory() { dealloc(m_imp); } }