2025-01-10 11:35:44 +01:00
|
|
|
// Copyright 2010-2025 Google LLC
|
2013-06-11 15:07:14 +00:00
|
|
|
// 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.
|
2014-07-09 15:18:27 +00:00
|
|
|
|
2017-04-26 17:30:25 +02:00
|
|
|
#include "ortools/graph/assignment.h"
|
2013-06-11 15:07:14 +00:00
|
|
|
|
2022-03-15 13:57:17 +01:00
|
|
|
#include <algorithm>
|
2022-07-22 14:35:40 +02:00
|
|
|
#include <limits>
|
2022-03-15 13:57:17 +01:00
|
|
|
|
2024-12-28 11:22:06 +01:00
|
|
|
#include "ortools/graph/graph.h"
|
2017-04-26 17:30:25 +02:00
|
|
|
#include "ortools/graph/linear_assignment.h"
|
2013-06-11 15:07:14 +00:00
|
|
|
|
|
|
|
|
namespace operations_research {
|
|
|
|
|
|
|
|
|
|
SimpleLinearSumAssignment::SimpleLinearSumAssignment() : num_nodes_(0) {}
|
|
|
|
|
|
2025-01-06 13:20:57 +01:00
|
|
|
SimpleLinearSumAssignment::ArcIndex SimpleLinearSumAssignment::AddArcWithCost(
|
|
|
|
|
NodeIndex left_node, NodeIndex right_node, CostValue cost) {
|
2013-06-11 15:07:14 +00:00
|
|
|
const ArcIndex num_arcs = arc_cost_.size();
|
|
|
|
|
num_nodes_ = std::max(num_nodes_, left_node + 1);
|
2018-09-12 15:07:23 +02:00
|
|
|
num_nodes_ = std::max(num_nodes_, right_node + 1);
|
2013-06-11 15:07:14 +00:00
|
|
|
arc_tail_.push_back(left_node);
|
2018-09-12 15:07:23 +02:00
|
|
|
arc_head_.push_back(right_node);
|
2013-06-11 15:07:14 +00:00
|
|
|
arc_cost_.push_back(cost);
|
|
|
|
|
return num_arcs;
|
|
|
|
|
}
|
|
|
|
|
|
2025-01-06 13:20:57 +01:00
|
|
|
SimpleLinearSumAssignment::NodeIndex SimpleLinearSumAssignment::NumNodes()
|
|
|
|
|
const {
|
|
|
|
|
return num_nodes_;
|
|
|
|
|
}
|
2013-06-11 15:07:14 +00:00
|
|
|
|
2025-01-06 13:20:57 +01:00
|
|
|
SimpleLinearSumAssignment::ArcIndex SimpleLinearSumAssignment::NumArcs() const {
|
|
|
|
|
return arc_cost_.size();
|
|
|
|
|
}
|
2013-06-11 15:07:14 +00:00
|
|
|
|
2025-01-06 13:20:57 +01:00
|
|
|
SimpleLinearSumAssignment::NodeIndex SimpleLinearSumAssignment::LeftNode(
|
|
|
|
|
ArcIndex arc) const {
|
2013-06-11 15:07:14 +00:00
|
|
|
return arc_tail_[arc];
|
|
|
|
|
}
|
|
|
|
|
|
2025-01-06 13:20:57 +01:00
|
|
|
SimpleLinearSumAssignment::NodeIndex SimpleLinearSumAssignment::RightNode(
|
|
|
|
|
ArcIndex arc) const {
|
2013-06-11 15:07:14 +00:00
|
|
|
return arc_head_[arc];
|
|
|
|
|
}
|
|
|
|
|
|
2025-01-06 13:20:57 +01:00
|
|
|
SimpleLinearSumAssignment::CostValue SimpleLinearSumAssignment::Cost(
|
|
|
|
|
ArcIndex arc) const {
|
2013-06-11 15:07:14 +00:00
|
|
|
return arc_cost_[arc];
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
SimpleLinearSumAssignment::Status SimpleLinearSumAssignment::Solve() {
|
|
|
|
|
optimal_cost_ = 0;
|
|
|
|
|
assignment_arcs_.clear();
|
2020-10-22 23:36:58 +02:00
|
|
|
if (NumNodes() == 0) return OPTIMAL;
|
2013-12-16 10:24:42 +00:00
|
|
|
// HACK(user): Detect overflows early. In ./linear_assignment.h, the cost of
|
|
|
|
|
// each arc is internally multiplied by cost_scaling_factor_ (which is equal
|
|
|
|
|
// to (num_nodes + 1)) without overflow checking.
|
|
|
|
|
const CostValue max_supported_arc_cost =
|
|
|
|
|
std::numeric_limits<CostValue>::max() / (NumNodes() + 1);
|
|
|
|
|
for (const CostValue unscaled_arc_cost : arc_cost_) {
|
2020-10-22 23:36:58 +02:00
|
|
|
if (unscaled_arc_cost > max_supported_arc_cost) return POSSIBLE_OVERFLOW;
|
2013-12-16 10:24:42 +00:00
|
|
|
}
|
|
|
|
|
|
2013-06-11 15:07:14 +00:00
|
|
|
const ArcIndex num_arcs = arc_cost_.size();
|
2024-12-28 11:22:06 +01:00
|
|
|
::util::ListGraph<> graph(2 * num_nodes_, num_arcs);
|
|
|
|
|
LinearSumAssignment<::util::ListGraph<>, CostValue> assignment(graph,
|
|
|
|
|
num_nodes_);
|
2013-06-11 15:07:14 +00:00
|
|
|
for (ArcIndex arc = 0; arc < num_arcs; ++arc) {
|
|
|
|
|
graph.AddArc(arc_tail_[arc], num_nodes_ + arc_head_[arc]);
|
|
|
|
|
assignment.SetArcCost(arc, arc_cost_[arc]);
|
|
|
|
|
}
|
|
|
|
|
// TODO(user): Improve the LinearSumAssignment api to clearly define
|
|
|
|
|
// the error cases.
|
2020-10-22 23:36:58 +02:00
|
|
|
if (!assignment.FinalizeSetup()) return POSSIBLE_OVERFLOW;
|
|
|
|
|
if (!assignment.ComputeAssignment()) return INFEASIBLE;
|
2013-06-11 15:07:14 +00:00
|
|
|
optimal_cost_ = assignment.GetCost();
|
|
|
|
|
for (NodeIndex node = 0; node < num_nodes_; ++node) {
|
|
|
|
|
assignment_arcs_.push_back(assignment.GetAssignmentArc(node));
|
|
|
|
|
}
|
|
|
|
|
return OPTIMAL;
|
|
|
|
|
}
|
|
|
|
|
|
2020-10-22 23:36:58 +02:00
|
|
|
} // namespace operations_research
|