What is the Traveling Salesman Problem and how many possible routes are there for 8 cities?
The Traveling Salesman Problem (TSP) is a classic optimization problem that asks for the shortest possible route that visits a given set of cities exactly once and returns to the starting city. For an instance with 8 cities, there are 5040 possible routes.
Conditions
- The route must visit every city in the set exactly once.
- The route must return to the starting city.
- The goal is to minimize the total distance traveled.
Reasoning, step by step
- Identify the set of cities to be visited.
- Determine the distances between each pair of cities.
- Find the shortest possible route that visits each city exactly once and returns to the start.
Example
The video introduces the TSP with a map of the United States showing 8 cities and states, "There are 5040 possible routes between these 8 cities".
Common misconceptions
- Believing that the TSP only requires visiting each city once without returning to the start.
- Assuming that the number of possible routes grows linearly with the number of cities.
Watch the explanation
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Answers are generated from source material and independently checked. Consult the original video or creator if something is unclear.