// Copyright 2010-2014 Google // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #include "sat/integer_expr.h" namespace operations_research { namespace sat { IntegerSumLE::IntegerSumLE(LiteralIndex reified_literal, const std::vector& vars, const std::vector& coeffs, IntegerValue upper, IntegerTrail* integer_trail) : reified_literal_(reified_literal), upper_bound_(upper), vars_(vars), coeffs_(coeffs), integer_trail_(integer_trail) { // Handle negative coefficients. for (int i = 0; i < vars.size(); ++i) { if (coeffs_[i] < 0) { vars_[i] = NegationOf(vars_[i]); coeffs_[i] = -coeffs_[i]; } } // Literal reason will either alway contains the negation of reified_literal // or be always empty. if (reified_literal_ != kNoLiteralIndex) { literal_reason_.push_back(Literal(reified_literal_).Negated()); } } void IntegerSumLE::FillIntegerReason() { integer_reason_.clear(); for (const IntegerVariable& var : vars_) { integer_reason_.push_back(integer_trail_->LowerBoundAsLiteral(var)); } } bool IntegerSumLE::Propagate(Trail* trail) { CHECK(!vars_.empty()); // TODO(user): deal with this corner case. // Reified case: If the reified literal is false, we ignore the constraint. if (reified_literal_ != kNoLiteralIndex && trail->Assignment().LiteralIsFalse(Literal(reified_literal_))) { return true; } IntegerValue new_lb(0); for (int i = 0; i < vars_.size(); ++i) { new_lb += integer_trail_->LowerBound(vars_[i]) * coeffs_[i]; } // Conflict? if (new_lb > upper_bound_) { FillIntegerReason(); // Reified case: If the reified literal is unassigned, we set it to false, // otherwise we have a conflict. if (reified_literal_ != kNoLiteralIndex && !trail->Assignment().LiteralIsTrue(Literal(reified_literal_))) { integer_trail_->EnqueueLiteral(Literal(reified_literal_).Negated(), {}, integer_reason_); return true; } // Conflict. std::vector* conflict = trail->MutableConflict(); *conflict = literal_reason_; integer_trail_->MergeReasonInto(integer_reason_, conflict); return false; } // Reified case: We can only propagate the actual constraint if the reified // literal is true. if (reified_literal_ != kNoLiteralIndex && !trail->Assignment().LiteralIsTrue(Literal(reified_literal_))) { return true; } // Will only be filled on the first push. integer_reason_.clear(); // The lower bound of all the variables minus one can be used to update the // upper bound of the last one. for (int i = 0; i < vars_.size(); ++i) { const IntegerValue new_lb_excluding_i = new_lb - integer_trail_->LowerBound(vars_[i]) * coeffs_[i]; const IntegerValue new_term_ub = upper_bound_ - new_lb_excluding_i; const IntegerValue new_ub = new_term_ub / coeffs_[i]; if (new_ub < integer_trail_->UpperBound(vars_[i])) { if (integer_reason_.empty()) FillIntegerReason(); // We need to remove the entry i temporarily. const IntegerLiteral saved = integer_reason_[i]; std::swap(integer_reason_[i], integer_reason_.back()); integer_reason_.pop_back(); if (!integer_trail_->Enqueue( IntegerLiteral::LowerOrEqual(vars_[i], new_ub), literal_reason_, integer_reason_)) { return false; } // Restore integer_reason_. Note that this is not needed if we returned // false above. integer_reason_.push_back(saved); std::swap(integer_reason_[i], integer_reason_.back()); } } return true; } void IntegerSumLE::RegisterWith(GenericLiteralWatcher* watcher) { const int id = watcher->Register(this); for (const IntegerVariable& var : vars_) { watcher->WatchLowerBound(var, id); } if (reified_literal_ != kNoLiteralIndex) { // We only watch the true direction. watcher->WatchLiteral(Literal(reified_literal_), id); } } MinPropagator::MinPropagator(const std::vector& vars, IntegerVariable min_var, IntegerTrail* integer_trail) : vars_(vars), min_var_(min_var), integer_trail_(integer_trail) {} bool MinPropagator::Propagate(Trail* trail) { if (vars_.empty()) return true; // Count the number of interval that are possible candidate for the min. // Only the intervals for which lb > current_min_ub cannot. const IntegerLiteral min_ub_literal = integer_trail_->UpperBoundAsLiteral(min_var_); const IntegerValue current_min_ub = integer_trail_->UpperBound(min_var_); int num_intervals_that_can_be_min = 0; int last_possible_min_interval = 0; IntegerValue min = kMaxIntegerValue; for (int i = 0; i < vars_.size(); ++i) { const IntegerValue lb = integer_trail_->LowerBound(vars_[i]); min = std::min(min, lb); if (lb <= current_min_ub) { ++num_intervals_that_can_be_min; last_possible_min_interval = i; } } // Propagation a) if (min > integer_trail_->LowerBound(min_var_)) { literal_reason_.clear(); integer_reason_.clear(); for (const IntegerVariable var : vars_) { integer_reason_.push_back(IntegerLiteral::GreaterOrEqual(var, min)); } if (!integer_trail_->Enqueue(IntegerLiteral::GreaterOrEqual(min_var_, min), literal_reason_, integer_reason_)) { return false; } } // Propagation b) if (num_intervals_that_can_be_min == 1) { const IntegerValue ub_of_only_candidate = integer_trail_->UpperBound(vars_[last_possible_min_interval]); if (current_min_ub < ub_of_only_candidate) { literal_reason_.clear(); integer_reason_.clear(); // The reason is that all the other interval start after current_min_ub. // And that min_ub has its current value. integer_reason_.push_back(min_ub_literal); for (const IntegerVariable var : vars_) { if (var == vars_[last_possible_min_interval]) continue; integer_reason_.push_back( IntegerLiteral::GreaterOrEqual(var, current_min_ub + 1)); } if (!integer_trail_->Enqueue( IntegerLiteral::LowerOrEqual(vars_[last_possible_min_interval], current_min_ub), literal_reason_, integer_reason_)) { return false; } } } // Conflict. // // TODO(user): Not sure this code is useful since this will be detected // by the fact that the [lb, ub] of the min is empty. It depends on the // propagation order though, but probably the precedences propagator would // propagate before this one. So change this to a CHECK? if (num_intervals_that_can_be_min == 0) { integer_reason_.clear(); // Almost the same as propagation b). integer_reason_.push_back(min_ub_literal); for (const IntegerVariable var : vars_) { integer_reason_.push_back( IntegerLiteral::GreaterOrEqual(var, current_min_ub + 1)); } std::vector* conflict = trail->MutableConflict(); integer_trail_->MergeReasonInto(integer_reason_, conflict); return false; } return true; } void MinPropagator::RegisterWith(GenericLiteralWatcher* watcher) { const int id = watcher->Register(this); for (const IntegerVariable& var : vars_) { watcher->WatchLowerBound(var, id); } watcher->WatchUpperBound(min_var_, id); } IsOneOfPropagator::IsOneOfPropagator(IntegerVariable var, const std::vector& selectors, const std::vector& values, IntegerTrail* integer_trail) : var_(var), selectors_(selectors), values_(values), integer_trail_(integer_trail) {} bool IsOneOfPropagator::Propagate(Trail* trail) { const IntegerValue current_min = integer_trail_->LowerBound(var_); const IntegerValue current_max = integer_trail_->UpperBound(var_); IntegerValue min = kMaxIntegerValue; IntegerValue max = kMinIntegerValue; literal_reason_.clear(); for (int i = 0; i < selectors_.size(); ++i) { if (trail->Assignment().LiteralIsFalse(selectors_[i])) { literal_reason_.push_back(selectors_[i]); } else { min = std::min(min, values_[i]); max = std::max(max, values_[i]); if (!trail->Assignment().LiteralIsTrue(selectors_[i])) { // Propagate selector to false? if (current_min > values_[i]) { integer_trail_->EnqueueLiteral( selectors_[i].Negated(), {}, {integer_trail_->LowerBoundAsLiteral(var_)}); } else if (current_max < values_[i]) { integer_trail_->EnqueueLiteral( selectors_[i].Negated(), {}, {integer_trail_->UpperBoundAsLiteral(var_)}); } } } } // Propagate new min/max. if (min > current_min) { if (!integer_trail_->Enqueue(IntegerLiteral::GreaterOrEqual(var_, min), literal_reason_, integer_reason_)) { return false; } } if (max < current_max) { if (!integer_trail_->Enqueue(IntegerLiteral::LowerOrEqual(var_, max), literal_reason_, integer_reason_)) { return false; } } return true; } void IsOneOfPropagator::RegisterWith(GenericLiteralWatcher* watcher) { const int id = watcher->Register(this); for (const Literal& lit : selectors_) { watcher->WatchLiteral(lit.Negated(), id); } watcher->WatchIntegerVariable(var_, id); } ProductPropagator::ProductPropagator(IntegerVariable a, IntegerVariable b, IntegerVariable p, IntegerTrail* integer_trail) : a_(a), b_(b), p_(p), integer_trail_(integer_trail) {} namespace { // The maximum value of x such that x * b <= p with b > 0 and p >= 0; IntegerValue MaxValue(IntegerValue b, IntegerValue p) { CHECK_GT(b, 0); CHECK_GE(p, 0); return p / b; } // The minimum value of x such that x * b >= p with b > 0 and p >= 0; IntegerValue MinValue(IntegerValue b, IntegerValue p) { CHECK_GT(b, 0); CHECK_GE(p, 0); return (p + b - 1) / b; } } // namespace bool ProductPropagator::Propagate(Trail* trail) { // Copy because we will swap them. IntegerVariable a = a_; IntegerVariable b = b_; IntegerValue min_a = integer_trail_->LowerBound(a); IntegerValue max_a = integer_trail_->UpperBound(a); IntegerValue min_b = integer_trail_->LowerBound(b); IntegerValue max_b = integer_trail_->UpperBound(b); IntegerValue min_p = integer_trail_->LowerBound(p_); IntegerValue max_p = integer_trail_->UpperBound(p_); // TODO(user): support these cases. CHECK_GE(min_a, 0); CHECK_GE(min_b, 0); const IntegerValue zero(0); // For convenience. bool may_propagate = true; while (may_propagate) { may_propagate = false; if (max_a * max_b < max_p) { may_propagate = true; max_p = max_a * max_b; if (!integer_trail_->Enqueue(IntegerLiteral::LowerOrEqual(p_, max_p), {}, {integer_trail_->UpperBoundAsLiteral(a), integer_trail_->UpperBoundAsLiteral(b), IntegerLiteral::GreaterOrEqual(a, zero), IntegerLiteral::GreaterOrEqual(b, zero)})) { return false; } } if (min_a * min_b > min_p) { may_propagate = true; min_p = min_a * min_b; if (!integer_trail_->Enqueue(IntegerLiteral::GreaterOrEqual(p_, min_p), {}, {integer_trail_->LowerBoundAsLiteral(a), integer_trail_->LowerBoundAsLiteral(b)})) { return false; } } // This helps to check the validity of the test below. CHECK_GE(min_p, 0); CHECK_GE(max_p, min_p); for (int i = 0; i < 2; ++i) { if (max_a * min_b > max_p) { may_propagate = true; max_a = MaxValue(min_b, max_p); if (!integer_trail_->Enqueue( IntegerLiteral::LowerOrEqual(a, max_a), {}, {integer_trail_->LowerBoundAsLiteral(b), integer_trail_->UpperBoundAsLiteral(p_)})) { return false; } } else if (max_a * min_b < min_p) { may_propagate = true; min_b = MinValue(max_a, min_p); if (!integer_trail_->Enqueue( IntegerLiteral::GreaterOrEqual(b, min_b), {}, {integer_trail_->UpperBoundAsLiteral(a), IntegerLiteral::GreaterOrEqual(b, zero), integer_trail_->LowerBoundAsLiteral(p_)})) { return false; } } // Same thing with a and b swapped. std::swap(a, b); std::swap(min_a, min_b); std::swap(max_a, max_b); } } return true; } void ProductPropagator::RegisterWith(GenericLiteralWatcher* watcher) { const int id = watcher->Register(this); watcher->WatchIntegerVariable(a_, id); watcher->WatchIntegerVariable(b_, id); watcher->WatchIntegerVariable(p_, id); } DivisionPropagator::DivisionPropagator(IntegerVariable a, IntegerVariable b, IntegerVariable c, IntegerTrail* integer_trail) : a_(a), b_(b), c_(c), integer_trail_(integer_trail) {} bool DivisionPropagator::Propagate(Trail* trail) { const IntegerValue min_a = integer_trail_->LowerBound(a_); const IntegerValue max_a = integer_trail_->UpperBound(a_); const IntegerValue min_b = integer_trail_->LowerBound(b_); const IntegerValue max_b = integer_trail_->UpperBound(b_); IntegerValue min_c = integer_trail_->LowerBound(c_); IntegerValue max_c = integer_trail_->UpperBound(c_); // TODO(user): support these cases. CHECK_GE(min_a, 0); CHECK_GT(min_b, 0); // b can never be zero. bool may_propagate = true; while (may_propagate) { may_propagate = false; if (max_a / min_b < max_c) { may_propagate = true; max_c = max_a / min_b; if (!integer_trail_->Enqueue(IntegerLiteral::LowerOrEqual(c_, max_c), {}, {integer_trail_->UpperBoundAsLiteral(a_), integer_trail_->LowerBoundAsLiteral(b_)})) { return false; } } if (min_a / max_b > min_c) { may_propagate = true; min_c = min_a / max_b; if (!integer_trail_->Enqueue(IntegerLiteral::GreaterOrEqual(c_, min_c), {}, {integer_trail_->LowerBoundAsLiteral(a_), integer_trail_->UpperBoundAsLiteral(b_)})) { return false; } } // TODO(user): propagate the bounds on a and b from the ones of c. // Note however that what we did is enough to enforce the constraint when // all the values are fixed. } return true; } void DivisionPropagator::RegisterWith(GenericLiteralWatcher* watcher) { const int id = watcher->Register(this); watcher->WatchIntegerVariable(a_, id); watcher->WatchIntegerVariable(b_, id); watcher->WatchIntegerVariable(c_, id); } } // namespace sat } // namespace operations_research