Inspiration
T-systems Challenge at Hackatum 2024
What it does
Computes a strategy to assign robo taxis to customers, updated these assignments and provides a dashboard presenting the current status of the taxis and customers.
How we built it
Backend in Python, Frontend with React
Challenges we ran into
Finding a good solution for the assignments was difficult, solving it exact is expensive, so some heuristics are needed. The problem is closely related to the traveling salesman problem. Connection to the frontend caused troubles.
Accomplishments that we're proud of
Something works in the end.
What we learned
Easy algorithms will outperform complex ones, stick to early ideas and communication is key
What's next for Arvernus
Provide even better optimization steps for the assignments, add possibility for the customers to choose whether they want to travel green or fast, learn the best factor to emphasize green or fast using AI based on costumer experience
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