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How to prepare data for neural network scheduling problem?

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Hi, I have 15 sets (two variables,2 columns,10 rows) of processing times on two machines. I would like to create a neural network for ordering this assignments based on shortest lead time. Should I put this sets all together or divide them? My output need to be sequence for each set.

Accepted Answer

David Willingham
David Willingham on 4 May 2021
Hi Jan,
You can certaintly join them, but you'd likely need to add another column stating which machine they're from. Another thought, for this type of problem you could also use classical optimization, I'd recommend reading this blog Generating an Optimal Employee Work Schedule Using Integer Linear Programming
David

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