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Except this time, we needed to look up 2,450 directions to get the “true” distance between all 50 landmarks — a monumental task if we had to do it by hand.
Thankfully, the Google Maps API makes this information freely available, so all it took was a short Python script to calculate the distance and time driven for all 2,450 routes between the 50 landmarks.
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One of the hardest parts of planning a road trip is deciding where to stop along the way. To stand a chance at making an interesting road trip, Tracy and I laid out a few rules from the beginning: With those objectives in mind, Tracy compiled a list of 50 major U. landmarks — one in each state excluding Alaska/Hawaii and including D. Tracy wrote about that process on Discovery News here.
state has long been on my bucket list, so I jumped on the opportunity and opened up my machine learning tool box for another quick weekend project. is, it’s especially difficult to make a road trip that will appeal to everyone.
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Instead of exhaustively looking at every possible solution, genetic algorithms start with a handful of random solutions and continually tinkers with these solutions — always trying something slightly different from the current solutions and keeping the best ones — until they can’t find a better solution any more. Note: There’s an extra stop in Cleveland to force the route between Vermont and Michigan to stay in the U. Assuming no traffic, this road trip will take about 224 hours (9.33 days) of driving in total, so it’s truly an epic undertaking that will take at least 2-3 months to complete. on this trip, and as an added bonus, you won’t spend too long driving through the endless corn fields of Nebraska.
I’ve included a visualization of a genetic algorithm solving a similar routing problem below. The best part is that this road trip is designed so that you can start anywhere on the route as long as you follow it from then on. Here’s the Google Maps of the route:       (Note that Google maps itself only allows 10 waypoints to be routed at a time, hence why there’s multiple Maps links.) Here’s the full list of landmarks in order: If you’re more of a city slicker, the road trip above may not look very appealing to you because it involves spending a lot of time outdoors. If you’re able to drive through Canada without issue, then take the direct route through Canada instead.
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This is especially interesting because Trip Advisor reviewers recommend cities like Flint, MI — the 7th most crime-ridden city in the U. — over any city in North Dakota, Vermont, and West Virginia.