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June 30, 2016 05:09
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Dijkstra algorithm
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# dijkstra algorithm | |
Infinity = 1.0/0 | |
class Graph | |
attr_accessor :nodes | |
def initialize | |
@nodes = {} | |
end | |
class Node | |
attr_accessor :name, :time, :edges, :visited, :prev | |
def initialize(name, edges = []) | |
@name = name | |
@edges = edges | |
@visited = false | |
@time = Infinity | |
@prev = nil | |
end | |
def print_prev | |
node = self | |
result = '' | |
while(node) | |
result << node.name + ' ' | |
node = node.prev | |
end | |
result.chop.reverse | |
end | |
end | |
class Edge | |
attr_accessor :node, :cost | |
def initialize(node, cost) | |
@node = node | |
@cost = cost | |
end | |
end | |
def add_node(name) | |
unless @nodes[name] | |
@nodes[name] = Node.new(name) | |
end | |
@nodes[name] | |
end | |
def add_edge(source_name, destination_name, weight) | |
source_node = add_node(source_name) | |
destination_node = add_node(destination_name) | |
source_node.edges.push(Edge.new(destination_node, weight)) | |
end | |
def calc_paths_times_from(node_name) | |
node = @nodes[node_name] | |
node.time = 0 | |
calc_paths_times(node) | |
end | |
private | |
def calc_paths_times(node) | |
node.visited = true | |
node.edges.each do |edge| | |
if edge.node.time > node.time + edge.cost | |
edge.node.time = node.time + edge.cost | |
edge.node.prev = node | |
end | |
end | |
res = @nodes.min_by {|name, node| node.visited ? Infinity : node.time } | |
if res[0] != Infinity && !res[1].visited | |
calc_paths_times(res[1]) | |
end | |
end | |
end | |
graph = Graph.new | |
graph.add_edge('a', 'b', 20); graph.add_edge('a', 'g', 90) | |
graph.add_edge('a', 'd', 80); graph.add_edge('b', 'f', 10) | |
graph.add_edge('c', 'f', 50); graph.add_edge('c', 'd', 10) | |
graph.add_edge('c', 'h', 20); graph.add_edge('d', 'g', 20) | |
graph.add_edge('e', 'b', 50); graph.add_edge('e', 'g', 30) | |
graph.add_edge('f', 'd', 40); graph.add_edge('f', 'c', 10) | |
graph.add_edge('g', 'a', 20); | |
p graph.calc_paths_times_from('c') | |
graph.nodes.each do |name, node| | |
p [name, node.time, node.print_prev] | |
end |
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