ASPDD: An Adaptive Knowledge Distillation Framework for TSP Generalization Problems

The traveling salesman problem (TSP) is a classic non-deterministic polynomial-hard (NP-hard) problem. Currently, almost all the research works utilizing Transformers to solve TSP problems employ supervised learning. However, it is extremely challenging to obtain accurate solution labels for the mod...

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Bibliographic Details
Main Authors: Sisi Zheng, Rongye Ye
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10496677/