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Exact approaches for the travelling thief problem

conference contribution
posted on 2017-01-01, 00:00 authored by J Wu, M Wagner, Sergey PolyakovskiySergey Polyakovskiy, F Neumann
Many evolutionary and constructive heuristic approaches have been introduced in order to solve the Travelling Thief Problem (TTP). However, the accuracy of such approaches is unknown due to their inability to find global optima. In this paper, we propose three exact algorithms and a hybrid approach to the TTP. We compare these with state-of-the-art approaches to gather a comprehensive overview on the accuracy of heuristic methods for solving small TTP instances.

History

Event

Simulated Evolution and Learning. Conference (11th : 2017 : Shenzhen, China)

Volume

10593

Series

Simulated Evolution and Learning Conference

Pagination

110 - 121

Publisher

Springer

Location

Shenzhen, China

Place of publication

Cham, Switzerland

Start date

2017-11-10

End date

2017-11-13

ISSN

0302-9743

eISSN

1611-3349

ISBN-13

9783319687582

Language

eng

Publication classification

E Conference publication; E1.1 Full written paper - refereed

Copyright notice

2017, Springer International Publishing AG

Editor/Contributor(s)

Y Shi, K Tan, M Zhang, K Tang, X Li, Q Zhang, Y Tan

Title of proceedings

SEAL 2017 : Proceedings of the 11th International Conference on Simulated Evolution and Learning