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June 10, 2010 11:46
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TSP brute-force solution
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""" | |
Author: Simon Westphahl <westphahl@gmail.com> | |
Description: Brute-force implementation for solving the TSP. | |
http://en.wikipedia.org/wiki/Travelling_salesman_problem | |
""" | |
routes = [] | |
def find_paths(node, cities, path, distance): | |
# Add way point | |
path.append(node) | |
# Calculate path length from current to last node | |
if len(path) > 1: | |
distance += cities[path[-2]][node] | |
# If path contains all cities and is not a dead end, | |
# add path from last to first city and return. | |
if (len(cities) == len(path)) and (cities[path[-1]].has_key(path[0])): | |
global routes | |
path.append(path[0]) | |
distance += cities[path[-2]][path[0]] | |
print path, distance | |
routes.append([distance, path]) | |
return | |
# Fork paths for all possible cities not yet used | |
for city in cities: | |
if (city not in path) and (cities[city].has_key(node)): | |
find_paths(city, dict(cities), list(path), distance) | |
if __name__ == '__main__': | |
cities = { | |
'RV': {'S': 195, 'UL': 86, 'M': 178, 'BA': 180, 'Z': 91}, | |
'UL': {'RV': 86, 'S': 107, 'N': 171, 'M': 123}, | |
'M': {'RV': 178, 'UL': 123, 'N': 170}, | |
'S': {'RV': 195, 'UL': 107, 'N': 210, 'F': 210, 'MA': 135, 'KA': 64}, | |
'N': {'S': 210, 'UL': 171, 'M': 170, 'MA': 230, 'F': 230}, | |
'F': {'N': 230, 'S': 210, 'MA': 85}, | |
'MA': {'F': 85, 'N': 230, 'S': 135, 'KA': 67}, | |
'KA': {'MA': 67, 'S': 64, 'BA': 191}, | |
'BA': {'KA': 191, 'RV': 180, 'Z': 85, 'BE': 91}, | |
'BE': {'BA': 91, 'Z': 120}, | |
'Z': {'BA': 120, 'BE': 85, 'RV': 91} | |
} | |
print "Start: RAVENSBURG" | |
find_paths('RV', cities, [], 0) | |
print "\n" | |
routes.sort() | |
if len(routes) != 0: | |
print "Shortest route: %s" % routes[0] | |
else: | |
print "FAIL!" |
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what is the time complexity of this algorithm?