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Concerning combinatorial optimization, for what it is worth, I've been working in that field for the last three years! Mainly on public transport optimization a
by northernskys30 3y ago
Concerning combinatorial optimization, for what it is worth, I've been working in that field for the last three years! Mainly on public transport optimization algorithms. It is less "sexy" than ML, and paid less, but I find it very interesting work, and quite challenging, as the state of the art constantly evolves.
- uoaei 3y agoThat is absolutely ML and don't let anyone tell you otherwise.
- noodles_nomore 3y agoI'd expect that any kind of logistics would need tight bounds on min-max 'performance', and not be up to the whims of artificial stupidity. Am I wrong?
- uoaei 3y ago"Training a model" is just a different name for "optimization". The typical logistics optimization system is "smart" because it's optimizing exactly what it is supposed to. LLMs here would not be "smart" as they are optimizing toward a different target (human-like production of language-like text), and using them for things they're not specifically trained to do is indeed stupid.
- northernskys30 3y agoI meant sexy in the sense of fashionable. People are impressed if you can solve TSP for a few nodes with a NN, but they don`t really care if you can solve for 100k of nodes with good ol' branch-and-cut.
- deleted 3y ago[deleted]