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by EvaPeron
4965 days ago
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Cool problem. I LOVE optimization problems like this, lol. A good "start up" kind of idea too. Scheduling ambulances. Requires not just optimizing for streets, etc., but for time, times of night there are more calls, etc. Requires forecasting, historical data, and so on. Really a very cool problem. In a nutshell, you need a probablistic model of what times have more calls, and where these are likely to come from, and spread out your buses accordingly. Perfect for machine learning solutions. You could have a neural net to give you your probablistic model, then some kind of cost-based heuristic to make decisions based upon the model and real-time data. The coolest problems are the ones with no one right answer, but with "better" and "worse" answers, because, well, they are just more fun, lol. Contact me at FrankErdman2000 AT yahoo dot com if you want to discuss more - I can't get into too many details on a public forum due to things like NDA etc. :-) Put bus scheduling or something in subject line. Seriously though, thanks for this post. Anything to prevent boredom. :-) |
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