/*++ Copyright (c) 2020 Microsoft Corporation Module Name: arith_axioms.cpp Abstract: Theory plugin for arithmetic Author: Nikolaj Bjorner (nbjorner) 2020-09-08 --*/ #include "sat/smt/euf_solver.h" #include "sat/smt/arith_solver.h" namespace arith { // q = 0 or q * (p div q) = p void solver::mk_div_axiom(expr* p, expr* q) { if (a.is_zero(q)) return; literal eqz = eq_internalize(q, a.mk_real(0)); literal eq = eq_internalize(a.mk_mul(q, a.mk_div(p, q)), p); add_clause(eqz, eq); } // to_int (to_real x) = x // to_real(to_int(x)) <= x < to_real(to_int(x)) + 1 void solver::mk_to_int_axiom(app* n) { expr* x = nullptr, * y = nullptr; VERIFY(a.is_to_int(n, x)); if (a.is_to_real(x, y)) { literal eq = eq_internalize(y, n); add_clause(eq); } else { expr_ref to_r(a.mk_to_real(n), m); expr_ref lo(a.mk_le(a.mk_sub(to_r, x), a.mk_real(0)), m); expr_ref hi(a.mk_ge(a.mk_sub(x, to_r), a.mk_real(1)), m); literal llo = mk_literal(lo); literal lhi = mk_literal(hi); add_clause(llo); add_clause(~lhi); } } // t = n^0 void solver::mk_power0_axioms(app* t, app* n) { expr_ref p0(a.mk_power0(n, t->get_arg(1)), m); literal eq = eq_internalize(n, a.mk_numeral(rational(0), a.is_int(n))); add_clause(~eq, eq_internalize(t, p0)); add_clause(eq, eq_internalize(t, a.mk_numeral(rational(1), a.is_int(t)))); } // is_int(x) <=> to_real(to_int(x)) = x void solver::mk_is_int_axiom(expr* n) { expr* x = nullptr; VERIFY(a.is_is_int(n, x)); expr_ref lhs(a.mk_to_real(a.mk_to_int(x)), m); literal eq = eq_internalize(lhs, x); literal is_int = ctx.expr2literal(n); add_equiv(is_int, eq); } void solver::mk_idiv_mod_axioms(expr* p, expr* q) { if (a.is_zero(q)) { return; } TRACE("arith", tout << expr_ref(p, m) << " " << expr_ref(q, m) << "\n";); // if q is zero, then idiv and mod are uninterpreted functions. expr_ref div(a.mk_idiv(p, q), m); expr_ref mod(a.mk_mod(p, q), m); expr_ref zero(a.mk_int(0), m); if (a.is_zero(p)) { // q != 0 => (= (div 0 q) 0) // q != 0 => (= (mod 0 q) 0) literal q_ge_0 = mk_literal(a.mk_ge(q, zero)); literal q_le_0 = mk_literal(a.mk_le(q, zero)); literal d_ge_0 = mk_literal(a.mk_ge(div, zero)); literal d_le_0 = mk_literal(a.mk_le(div, zero)); literal m_ge_0 = mk_literal(a.mk_ge(mod, zero)); literal m_le_0 = mk_literal(a.mk_le(mod, zero)); add_clause(q_ge_0, d_ge_0); add_clause(q_ge_0, d_le_0); add_clause(q_ge_0, m_ge_0); add_clause(q_ge_0, m_le_0); add_clause(q_le_0, d_ge_0); add_clause(q_le_0, d_le_0); add_clause(q_le_0, m_ge_0); add_clause(q_le_0, m_le_0); return; } literal eq = eq_internalize(a.mk_add(a.mk_mul(q, div), mod), p); literal mod_ge_0 = mk_literal(a.mk_ge(mod, zero)); rational k(0); expr_ref upper(m); if (a.is_numeral(q, k)) { if (k.is_pos()) { upper = a.mk_numeral(k - 1, true); } else if (k.is_neg()) { upper = a.mk_numeral(-k - 1, true); } } else { k = rational::zero(); } if (!k.is_zero()) { add_clause(eq); add_clause(mod_ge_0); add_clause(mk_literal(a.mk_le(mod, upper))); } else { /*literal div_ge_0 = */ mk_literal(a.mk_ge(div, zero)); /*literal div_le_0 = */ mk_literal(a.mk_le(div, zero)); /*literal p_ge_0 = */ mk_literal(a.mk_ge(p, zero)); /*literal p_le_0 = */ mk_literal(a.mk_le(p, zero)); // q >= 0 or p = (p mod q) + q * (p div q) // q <= 0 or p = (p mod q) + q * (p div q) // q >= 0 or (p mod q) >= 0 // q <= 0 or (p mod q) >= 0 // q <= 0 or (p mod q) < q // q >= 0 or (p mod q) < -q literal q_ge_0 = mk_literal(a.mk_ge(q, zero)); literal q_le_0 = mk_literal(a.mk_le(q, zero)); add_clause(q_ge_0, eq); add_clause(q_le_0, eq); add_clause(q_ge_0, mod_ge_0); add_clause(q_le_0, mod_ge_0); add_clause(q_le_0, ~mk_literal(a.mk_ge(a.mk_sub(mod, q), zero))); add_clause(q_ge_0, ~mk_literal(a.mk_ge(a.mk_add(mod, q), zero))); } if (get_config().m_arith_enum_const_mod && k.is_pos() && k < rational(8)) { unsigned _k = k.get_unsigned(); literal_vector lits; for (unsigned j = 0; j < _k; ++j) { literal mod_j = eq_internalize(mod, a.mk_int(j)); lits.push_back(mod_j); } add_clause(lits); } } // n < 0 || rem(a, n) = mod(a, n) // !n < 0 || rem(a, n) = -mod(a, n) void solver::mk_rem_axiom(expr* dividend, expr* divisor) { expr_ref zero(a.mk_int(0), m); expr_ref rem(a.mk_rem(dividend, divisor), m); expr_ref mod(a.mk_mod(dividend, divisor), m); expr_ref mmod(a.mk_uminus(mod), m); expr_ref degz_expr(a.mk_ge(divisor, zero), m); literal dgez = mk_literal(degz_expr); literal pos = eq_internalize(rem, mod); literal neg = eq_internalize(rem, mmod); add_clause(~dgez, pos); add_clause(dgez, neg); } void solver::mk_bound_axioms(api_bound& b) { theory_var v = b.get_var(); lp_api::bound_kind kind1 = b.get_bound_kind(); rational const& k1 = b.get_value(); lp_bounds& bounds = m_bounds[v]; api_bound* end = nullptr; api_bound* lo_inf = end, * lo_sup = end; api_bound* hi_inf = end, * hi_sup = end; for (api_bound* other : bounds) { if (other == &b) continue; if (b.get_lit() == other->get_lit()) continue; lp_api::bound_kind kind2 = other->get_bound_kind(); rational const& k2 = other->get_value(); if (k1 == k2 && kind1 == kind2) { // the bounds are equivalent. continue; } SASSERT(k1 != k2 || kind1 != kind2); if (kind2 == lp_api::lower_t) { if (k2 < k1) { if (lo_inf == end || k2 > lo_inf->get_value()) { lo_inf = other; } } else if (lo_sup == end || k2 < lo_sup->get_value()) { lo_sup = other; } } else if (k2 < k1) { if (hi_inf == end || k2 > hi_inf->get_value()) { hi_inf = other; } } else if (hi_sup == end || k2 < hi_sup->get_value()) { hi_sup = other; } } if (lo_inf != end) mk_bound_axiom(b, *lo_inf); if (lo_sup != end) mk_bound_axiom(b, *lo_sup); if (hi_inf != end) mk_bound_axiom(b, *hi_inf); if (hi_sup != end) mk_bound_axiom(b, *hi_sup); } void solver::mk_bound_axiom(api_bound& b1, api_bound& b2) { literal l1(b1.get_lit()); literal l2(b2.get_lit()); rational const& k1 = b1.get_value(); rational const& k2 = b2.get_value(); lp_api::bound_kind kind1 = b1.get_bound_kind(); lp_api::bound_kind kind2 = b2.get_bound_kind(); bool v_is_int = b1.is_int(); SASSERT(b1.get_var() == b2.get_var()); if (k1 == k2 && kind1 == kind2) return; SASSERT(k1 != k2 || kind1 != kind2); if (kind1 == lp_api::lower_t) { if (kind2 == lp_api::lower_t) { if (k2 <= k1) add_clause(~l1, l2); else add_clause(l1, ~l2); } else if (k1 <= k2) // k1 <= k2, k1 <= x or x <= k2 add_clause(l1, l2); else { // k1 > hi_inf, k1 <= x => ~(x <= hi_inf) add_clause(~l1, ~l2); if (v_is_int && k1 == k2 + rational(1)) // k1 <= x or x <= k1-1 add_clause(l1, l2); } } else if (kind2 == lp_api::lower_t) { if (k1 >= k2) // k1 >= lo_inf, k1 >= x or lo_inf <= x add_clause(l1, l2); else { // k1 < k2, k2 <= x => ~(x <= k1) add_clause(~l1, ~l2); if (v_is_int && k1 == k2 - rational(1)) // x <= k1 or k1+l <= x add_clause(l1, l2); } } else { // kind1 == A_UPPER, kind2 == A_UPPER if (k1 >= k2) // k1 >= k2, x <= k2 => x <= k1 add_clause(l1, ~l2); else // k1 <= hi_sup , x <= k1 => x <= hi_sup add_clause(~l1, l2); } } api_bound* solver::mk_var_bound(sat::literal lit, theory_var v, lp_api::bound_kind bk, rational const& bound) { scoped_internalize_state st(*this); st.vars().push_back(v); st.coeffs().push_back(rational::one()); init_left_side(st); lp::constraint_index cT, cF; bool v_is_int = is_int(v); auto vi = register_theory_var_in_lar_solver(v); lp::lconstraint_kind kT = bound2constraint_kind(v_is_int, bk, true); lp::lconstraint_kind kF = bound2constraint_kind(v_is_int, bk, false); cT = lp().mk_var_bound(vi, kT, bound); if (v_is_int) { rational boundF = (bk == lp_api::lower_t) ? bound - 1 : bound + 1; cF = lp().mk_var_bound(vi, kF, boundF); } else { cF = lp().mk_var_bound(vi, kF, bound); } add_ineq_constraint(cT, lit); add_ineq_constraint(cF, ~lit); return alloc(api_bound, lit, v, vi, v_is_int, bound, bk, cT, cF); } lp::lconstraint_kind solver::bound2constraint_kind(bool is_int, lp_api::bound_kind bk, bool is_true) { switch (bk) { case lp_api::lower_t: return is_true ? lp::GE : (is_int ? lp::LE : lp::LT); case lp_api::upper_t: return is_true ? lp::LE : (is_int ? lp::GE : lp::GT); } UNREACHABLE(); return lp::EQ; } void solver::mk_eq_axiom(bool is_eq, euf::th_eq const& e) { theory_var v1 = e.v1(); theory_var v2 = e.v2(); if (is_bool(v1)) return; force_push(); expr* e1 = var2expr(v1); expr* e2 = var2expr(v2); TRACE("arith", tout << "new eq: v" << v1 << " v" << v2 << "\n";); if (e1->get_id() > e2->get_id()) std::swap(e1, e2); if (is_eq && m.are_equal(e1, e2)) return; if (!is_eq && m.are_distinct(e1, e2)) return; if (is_eq) { ++m_stats.m_assert_eq; m_new_eq = true; euf::enode* n1 = var2enode(v1); euf::enode* n2 = var2enode(v2); lpvar w1 = register_theory_var_in_lar_solver(v1); lpvar w2 = register_theory_var_in_lar_solver(v2); auto cs = lp().add_equality(w1, w2); add_eq_constraint(cs.first, n1, n2); add_eq_constraint(cs.second, n1, n2); return; } literal le, ge; if (a.is_numeral(e1)) std::swap(e1, e2); SASSERT(!a.is_numeral(e1)); literal eq = eq_internalize(e1, e2); if (a.is_numeral(e2)) { le = mk_literal(a.mk_le(e1, e2)); ge = mk_literal(a.mk_ge(e1, e2)); } else { expr_ref diff(a.mk_sub(e1, e2), m); expr_ref zero(a.mk_numeral(rational(0), a.is_int(e1)), m); rewrite(diff); if (a.is_numeral(diff)) { if (is_eq && a.is_zero(diff)) return; if (!is_eq && !a.is_zero(diff)) return; if (a.is_zero(diff)) add_unit(eq); else add_unit(~eq); return; } le = mk_literal(a.mk_le(diff, zero)); ge = mk_literal(a.mk_ge(diff, zero)); } ++m_stats.m_assert_diseq; add_clause(~eq, le); add_clause(~eq, ge); add_clause(~le, ~ge, eq); } // create axiom for // u = v + r*w, /// abs(r) > r >= 0 void solver::assert_idiv_mod_axioms(theory_var u, theory_var v, theory_var w, rational const& r) { app_ref term(m); term = a.mk_mul(a.mk_numeral(r, true), var2expr(w)); term = a.mk_add(var2expr(v), term); term = a.mk_sub(var2expr(u), term); theory_var z = internalize_def(term); lpvar zi = register_theory_var_in_lar_solver(z); lpvar vi = register_theory_var_in_lar_solver(v); add_def_constraint_and_equality(zi, lp::GE, rational::zero()); add_def_constraint_and_equality(zi, lp::LE, rational::zero()); add_def_constraint_and_equality(vi, lp::GE, rational::zero()); add_def_constraint_and_equality(vi, lp::LT, abs(r)); SASSERT(!is_infeasible()); TRACE("arith", tout << term << "\n" << lp().constraints();); } /** * n = (div p q) * * (div p q) * q + (mod p q) = p, (mod p q) >= 0 * * 0 < q => (p/q <= v(p)/v(q) => n <= floor(v(p)/v(q))) * 0 < q => (v(p)/v(q) <= p/q => v(p)/v(q) - 1 < n) * */ bool solver::check_idiv_bounds() { if (m_idiv_terms.empty()) { return true; } bool all_divs_valid = true; for (unsigned i = 0; i < m_idiv_terms.size(); ++i) { expr* n = m_idiv_terms[i]; expr* p = nullptr, * q = nullptr; VERIFY(a.is_idiv(n, p, q)); euf::enode* np = ctx.get_enode(p); euf::enode* nn = ctx.get_enode(n); if (!np || !np->is_attached_to(get_id())) continue; if (!nn || !nn->is_attached_to(get_id())) continue; theory_var v1 = mk_evar(p); if (!is_registered_var(v1)) continue; lp::impq r1 = get_ivalue(v1); rational r2; if (!r1.x.is_int() || r1.x.is_neg() || !r1.y.is_zero()) { // TBD // r1 = 223/4, r2 = 2, r = 219/8 // take ceil(r1), floor(r1), ceil(r2), floor(r2), for floor(r2) > 0 // then // p/q <= ceil(r1)/floor(r2) => n <= div(ceil(r1), floor(r2)) // p/q >= floor(r1)/ceil(r2) => n >= div(floor(r1), ceil(r2)) continue; } if (a.is_numeral(q, r2) && r2.is_pos()) { if (!a.is_bounded(n)) { TRACE("arith", tout << "unbounded " << expr_ref(n, m) << "\n";); continue; } theory_var v = mk_evar(n); if (!is_registered_var(v)) continue; lp::impq val_v = get_ivalue(v); if (val_v.y.is_zero() && val_v.x == div(r1.x, r2)) continue; TRACE("arith", tout << get_value(v) << " != " << r1 << " div " << r2 << "\n";); rational div_r = div(r1.x, r2); // p <= q * div(r1, q) + q - 1 => div(p, q) <= div(r1, r2) // p >= q * div(r1, q) => div(r1, q) <= div(p, q) rational mul(1); rational hi = r2 * div_r + r2 - 1; rational lo = r2 * div_r; // used to normalize inequalities so they // don't appear as 8*x >= 15, but x >= 2 expr* n1 = nullptr, * n2 = nullptr; if (a.is_mul(p, n1, n2) && a.is_extended_numeral(n1, mul) && mul.is_pos()) { p = n2; hi = floor(hi / mul); lo = ceil(lo / mul); } literal p_le_r1 = mk_literal(a.mk_le(p, a.mk_numeral(hi, true))); literal p_ge_r1 = mk_literal(a.mk_ge(p, a.mk_numeral(lo, true))); literal n_le_div = mk_literal(a.mk_le(n, a.mk_numeral(div_r, true))); literal n_ge_div = mk_literal(a.mk_ge(n, a.mk_numeral(div_r, true))); add_clause(~p_le_r1, n_le_div); add_clause(~p_ge_r1, n_ge_div); all_divs_valid = false; TRACE("arith", tout << r1 << " div " << r2 << "\n";); continue; } } return all_divs_valid; } }