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- W3173611211 abstract "This paper presents preliminary work on using deep neural networks to guide general-purpose heuristic algorithms for performing utilitarian combinatorial assignment. In more detail, we use deep learning in an attempt to produce heuristics that can be used together with e.g., search algorithms to generate feasible solutions of higher quality more quickly. Our results indicate that our approach could be a promising future method for constructing such heuristics." @default.
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- W3173611211 date "2021-07-01" @default.
- W3173611211 modified "2023-09-27" @default.
- W3173611211 title "Towards Utilitarian Combinatorial Assignment with Deep Neural Networks and Heuristic Algorithms" @default.
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