bellman_ford.cc

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// Copyright 2010-2021 Google LLC
// 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 <cstdint>
#include <functional>
#include <limits>
#include <memory>
#include <utility>
#include <vector>
 
#include "ortools/base/integral_types.h"
#include "ortools/graph/shortestpaths.h"
 
namespace operations_research {
class BellmanFord {
 public:
  static constexpr int64_t kInfinity = std::numeric_limits<int64_t>::max() / 2;
 
  BellmanFord(int node_count, int start_node,
              std::function<int64_t(int, int)> graph,
              int64_t disconnected_distance)
      : node_count_(node_count),
        start_node_(start_node),
        graph_(std::move(graph)),
        disconnected_distance_(disconnected_distance),
        distance_(new int64_t[node_count_]),
        predecessor_(new int[node_count_]) {}
  bool ShortestPath(int end_node, std::vector<int>* nodes);
 
 private:
  void Initialize();
  void Update();
  bool Check() const;
  void FindPath(int dest, std::vector<int>* nodes) const;
 
  const int node_count_;
  const int start_node_;
  std::function<int64_t(int, int)> graph_;
  const int64_t disconnected_distance_;
  std::unique_ptr<int64_t[]> distance_;
  std::unique_ptr<int[]> predecessor_;
};
 
void BellmanFord::Initialize() {
  for (int i = 0; i < node_count_; i++) {
    distance_[i] = std::numeric_limits<int64_t>::max() / 2;
    predecessor_[i] = -1;
  }
  distance_[start_node_] = 0;
}
 
void BellmanFord::Update() {
  for (int i = 0; i < node_count_ - 1; i++) {
    for (int u = 0; u < node_count_; u++) {
      for (int v = 0; v < node_count_; v++) {
        const int64_t graph_u_v = graph_(u, v);
        if (graph_u_v != disconnected_distance_) {
          const int64_t other_distance = distance_[u] + graph_u_v;
          if (distance_[v] > other_distance) {
            distance_[v] = other_distance;
            predecessor_[v] = u;
          }
        }
      }
    }
  }
}
 
bool BellmanFord::Check() const {
  for (int u = 0; u < node_count_; u++) {
    for (int v = 0; v < node_count_; v++) {
      const int graph_u_v = graph_(u, v);
      if (graph_u_v != disconnected_distance_) {
        if (distance_[v] > distance_[u] + graph_u_v) {
          return false;
        }
      }
    }
  }
  return true;
}
 
void BellmanFord::FindPath(int dest, std::vector<int>* nodes) const {
  int j = dest;
  nodes->push_back(j);
  while (predecessor_[j] != -1) {
    nodes->push_back(predecessor_[j]);
    j = predecessor_[j];
  }
}
 
bool BellmanFord::ShortestPath(int end_node, std::vector<int>* nodes) {
  Initialize();
  Update();
  if (distance_[end_node] == kInfinity) {
    return false;
  }
  if (!Check()) {
    return false;
  }
  FindPath(end_node, nodes);
  return true;
}
 
bool BellmanFordShortestPath(int node_count, int start_node, int end_node,
                             std::function<int64_t(int, int)> graph,
                             int64_t disconnected_distance,
                             std::vector<int>* nodes) {
  BellmanFord bf(node_count, start_node, std::move(graph),
                 disconnected_distance);
  return bf.ShortestPath(end_node, nodes);
}
}  // namespace operations_research