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Algorithm selection using transfer learning

Published in Proceedings of the Genetic and Evolutionary Computation Conference Companion • Jul 7, 2021
NobleIDNI2P23W46R28S71
Authors:
Niranjana Deshpande
,
Naveen Kumar Sharma

Abstract

Per-instance algorithm selection has been shown to achieve state of the art performance in solving Travelling Salesman Problems (TSP). By selecting optimization algorithms for each TSP instance, significant time savings have been achieved. In this work, we highlight how recent algorithm selection te...

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