From 434fb6212f45762e9bf212dbd10201d16bbada8d Mon Sep 17 00:00:00 2001 From: Evgeny Garlukovich Date: Tue, 13 Feb 2018 22:01:27 +0300 Subject: [PATCH] Add Elixir example for Dijkstra's algorithm --- .../elixir/01_dijkstras_algorithm.exs | 84 +++++++++++++++++++ 1 file changed, 84 insertions(+) create mode 100644 07_dijkstras_algorithm/elixir/01_dijkstras_algorithm.exs diff --git a/07_dijkstras_algorithm/elixir/01_dijkstras_algorithm.exs b/07_dijkstras_algorithm/elixir/01_dijkstras_algorithm.exs new file mode 100644 index 0000000..c003870 --- /dev/null +++ b/07_dijkstras_algorithm/elixir/01_dijkstras_algorithm.exs @@ -0,0 +1,84 @@ +defmodule DijkstrasAlgorithm do + def find_shortest_path(graph, costs, parents), + do: do_find_shortest_path(graph, costs, parents, []) + + defp do_find_shortest_path(graph, costs, parents, processed) do + find_lowest_cost_node(costs, processed) + |> process_node(processed, graph, costs, parents) + end + + defp process_node(nil, _, _, costs, parents), do: {costs, parents} + + defp process_node(node, processed, graph, costs, parents) do + node_cost = costs[node] + neighbors = for(neighbor_node_cost <- graph[node], do: neighbor_node_cost) + + {new_costs, new_parents} = process_node_neighbors(node, node_cost, neighbors, costs, parents) + + do_find_shortest_path(graph, new_costs, new_parents, [node | processed]) + end + + defp process_node_neighbors(node, node_cost, neighbors, costs, parents) + + defp process_node_neighbors(_, _, [], costs, parents), do: {costs, parents} + + defp process_node_neighbors(node, node_cost, [neighbor | tail], costs, parents) do + {neighbor_node, neighbor_cost} = neighbor + new_cost = node_cost + neighbor_cost + + if costs[neighbor_node] > node_cost + neighbor_cost do + new_costs = %{costs | neighbor_node => new_cost} + new_parents = %{parents | neighbor_node => node} + + process_node_neighbors(node, node_cost, tail, new_costs, new_parents) + else + process_node_neighbors(node, node_cost, tail, costs, parents) + end + end + + defp find_lowest_cost_node(costs, processed) do + {lowest_cost_node, _} = + for({node, cost} <- costs, node not in processed, do: {node, cost}) + |> find_lowest_cost + + lowest_cost_node + end + + defp find_lowest_cost([]), do: {nil, :infinity} + + defp find_lowest_cost([node_cost | []]), do: node_cost + + defp find_lowest_cost([node_cost = {_, cost} | tail]) do + (min_node_cost = {_, min_cost}) = find_lowest_cost(tail) + + if cost < min_cost, + do: node_cost, + else: min_node_cost + end +end + +# the graph +graph = %{ + "start" => %{"a" => 6, "b" => 2}, + "a" => %{"fin" => 1}, + "b" => %{"a" => 3, "fin" => 5}, + "fin" => %{} +} + +# the costs table +costs = %{ + "a" => 6, + "b" => 2, + "fin" => :infinity +} + +# the parents table +parents = %{ + "a" => "start", + "b" => "start", + "fin" => nil +} + +{costs, _} = DijkstrasAlgorithm.find_shortest_path(graph, costs, parents) +IO.puts("Cost from the start to each node:") +IO.inspect(costs)