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Attention Network for Orienteering Problem by Jacob Varkey is a document available to read on EtoBox.
What is Attention Network for Orienteering Problem about?
This paper presents a novel approach to solving the general orienteering problem by combining a variant beam search algorithm with a learned heuristic using an attention network. The proposed method addresses limitations in existing neural network-based routing solutions by incorporating both node and edge attributes, and it effectively utilizes the self-referential nature of the problem. Experimental results demonstrate that this approach outperforms various baselines and approaches optimal solutions in te
- Author
- Jacob Varkey
- Language
- EN