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| 1 | +defmodule DijkstrasAlgorithm do |
| 2 | + def find_shortest_path(graph, costs, parents), |
| 3 | + do: do_find_shortest_path(graph, costs, parents, []) |
| 4 | + |
| 5 | + defp do_find_shortest_path(graph, costs, parents, processed) do |
| 6 | + find_lowest_cost_node(costs, processed) |
| 7 | + |> process_node(processed, graph, costs, parents) |
| 8 | + end |
| 9 | + |
| 10 | + defp process_node(nil, _, _, costs, parents), do: {costs, parents} |
| 11 | + |
| 12 | + defp process_node(node, processed, graph, costs, parents) do |
| 13 | + node_cost = costs[node] |
| 14 | + neighbors = for(neighbor_node_cost <- graph[node], do: neighbor_node_cost) |
| 15 | + |
| 16 | + {new_costs, new_parents} = process_node_neighbors(node, node_cost, neighbors, costs, parents) |
| 17 | + |
| 18 | + do_find_shortest_path(graph, new_costs, new_parents, [node | processed]) |
| 19 | + end |
| 20 | + |
| 21 | + defp process_node_neighbors(node, node_cost, neighbors, costs, parents) |
| 22 | + |
| 23 | + defp process_node_neighbors(_, _, [], costs, parents), do: {costs, parents} |
| 24 | + |
| 25 | + defp process_node_neighbors(node, node_cost, [neighbor | tail], costs, parents) do |
| 26 | + {neighbor_node, neighbor_cost} = neighbor |
| 27 | + new_cost = node_cost + neighbor_cost |
| 28 | + |
| 29 | + if costs[neighbor_node] > node_cost + neighbor_cost do |
| 30 | + new_costs = %{costs | neighbor_node => new_cost} |
| 31 | + new_parents = %{parents | neighbor_node => node} |
| 32 | + |
| 33 | + process_node_neighbors(node, node_cost, tail, new_costs, new_parents) |
| 34 | + else |
| 35 | + process_node_neighbors(node, node_cost, tail, costs, parents) |
| 36 | + end |
| 37 | + end |
| 38 | + |
| 39 | + defp find_lowest_cost_node(costs, processed) do |
| 40 | + {lowest_cost_node, _} = |
| 41 | + for({node, cost} <- costs, node not in processed, do: {node, cost}) |
| 42 | + |> find_lowest_cost |
| 43 | + |
| 44 | + lowest_cost_node |
| 45 | + end |
| 46 | + |
| 47 | + defp find_lowest_cost([]), do: {nil, :infinity} |
| 48 | + |
| 49 | + defp find_lowest_cost([node_cost | []]), do: node_cost |
| 50 | + |
| 51 | + defp find_lowest_cost([node_cost = {_, cost} | tail]) do |
| 52 | + (min_node_cost = {_, min_cost}) = find_lowest_cost(tail) |
| 53 | + |
| 54 | + if cost < min_cost, |
| 55 | + do: node_cost, |
| 56 | + else: min_node_cost |
| 57 | + end |
| 58 | +end |
| 59 | + |
| 60 | +# the graph |
| 61 | +graph = %{ |
| 62 | + "start" => %{"a" => 6, "b" => 2}, |
| 63 | + "a" => %{"fin" => 1}, |
| 64 | + "b" => %{"a" => 3, "fin" => 5}, |
| 65 | + "fin" => %{} |
| 66 | +} |
| 67 | + |
| 68 | +# the costs table |
| 69 | +costs = %{ |
| 70 | + "a" => 6, |
| 71 | + "b" => 2, |
| 72 | + "fin" => :infinity |
| 73 | +} |
| 74 | + |
| 75 | +# the parents table |
| 76 | +parents = %{ |
| 77 | + "a" => "start", |
| 78 | + "b" => "start", |
| 79 | + "fin" => nil |
| 80 | +} |
| 81 | + |
| 82 | +{costs, _} = DijkstrasAlgorithm.find_shortest_path(graph, costs, parents) |
| 83 | +IO.puts("Cost from the start to each node:") |
| 84 | +IO.inspect(costs) |
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