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Author

Amira Hijazi

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Conference

Enhancing Column Generation for Parallel Machine Scheduling via Transformers

We present a neural network-enhanced column generation (CG) approach for a parallel machine scheduling problem. The proposed approach utilizes an encoder-decoder attention model, namely the transformer and pointer architectures, to develop job sequences with negative reduced cost and thus generate columns to add to the...

Amira Hijazi · 0 citations

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