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An Entropy-Guided Monte Carlo Tree Search Approach for Generating Optimal Container Loading Layouts

In this paper, a novel approach to the container loading problem using a spatial entropy measure to bias a Monte Carlo Tree Search is proposed. The proposed algorithm generates layouts that achieve the goals of both fitting a constrained space and also having “consistency” or neatness that enables f...

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Bibliografski detalji
Izdano u:Entropy (Basel)
Glavni autori: Cant, Richard, Remi-Omosowon, Ayodeji, Langensiepen, Caroline, Lotfi, Ahmad
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2018
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7512427/
https://ncbi.nlm.nih.gov/pubmed/33266590
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20110866
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