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August 30, 2014 22:03
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Algorithm Design Manual 6-22
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#!/usr/bin/env ruby | |
# Depth Limited Search | |
# Find the minimum cost/path on a graph given a start node, end node and set distance to travel | |
graph = {'A'=>[['B',6], ['C',1], ['E',2]], | |
'B'=> [['A',6], ['D',2], ['F',4]], | |
'C'=> [['A',1], ['G',3], ['E',2]], | |
'D'=> [['B',2]], | |
'E'=> [['A',2],['F',4], ['C',2]], | |
'F'=> [['B',1], ['E',4]], | |
'G'=> [['C',3]] | |
} | |
class DepthLimited | |
attr_reader :minimum_path, :minimum_cost | |
def initialize | |
@minimum_cost = 1000 #Infinity | |
@minimum_path = {} | |
end | |
def dls(graph, start, finish, depth, current_path=[], current_cost=0) | |
if depth == 0 | |
if start == finish | |
if current_cost < @minimum_cost | |
@minimum_path = current_path + [start] | |
@minimum_cost = current_cost | |
end | |
end | |
return | |
end | |
graph[start].each do |node| | |
unless current_path.include?(node[0]) | |
dls(graph, node[0], finish, depth - 1, current_path + [start], current_cost + node[1]) | |
end | |
end | |
end | |
end | |
search = DepthLimited.new | |
search.dls(graph, 'A', 'F', 2) | |
p search.minimum_path | |
p search.minimum_cost |
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