Knowledge Transfer Genetic Programming with Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem

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Title

Knowledge Transfer Genetic Programming with Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem

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Description

The uncertain capacitated arc routing problem is an NP-hard combinatorial optimisation problem with a wide range of applications in logistics domains. Genetic programming hyper-heuristic has been successfully applied to evolve routing policies to effectively handle the uncertain environment in this problem. The real world usually encounters different but related instances due to events like season change and vehicle breakdowns, and it is desirable to transfer knowledge gained from solving one...

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Other

Date created

04 May, 2022

Creator

MA Ardeh / Yi Mei / M Zhang / X Yao

URL

https://figshare.com/articles/journal_contribution/Knowledge_Transfer_Genetic_Programming_with_Au...

Related subjects

Genetics / Artificial Intelligence & Image Processing / Information Systems / Artificial Intelligence and Image Processing / Electrical and Electronic Engineering not elsewhere classified

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