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Journals / Journal of Transportation and Logistics / 2019 / Cilt: 4 - Sayı: 2

Metaheuristic Solution Approach for Two-Dimensional Palette Placement Problem

İki Boyutlu Palet Yerleştirme Problemi İçin Metasezgisel Çözüm Yaklaşımı

İrem ÜNAL
Hakan GÖRGÜN
Serol BULKAN
Pages
79–90
Publication Date
2020-02-19
DOI
—
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

A Genetic Algorithm (GA) has been developed for the problem solution and this algorithm has been presented to give good results.

📌 3 Key Takeaways

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Objective & Hypothesis:This study emphasis on the type of pallet loading problem (PLP), which is closely associated with logistic management.
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Key Findings & Data:In the study, which is made specifically for the distributor pallet loading problem, the dimensions of width, length and height of the products are considered to be the same, and the study, which is based on distributor pallet loading problem, has been conducted in a way that the dimensions of products will be reduced to the 2D pallet loading problem without loading a 3D pallet.
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Conclusion & Impact:A Genetic Algorithm (GA) has been developed for the problem solution and this algorithm has been presented to give good results.
🔬Design:Research Article
📍Scope:Comprehensive Sample
⚙️Variables:Palet yükleme problemi (PYP) · Genetik Algoritma · 2-Boyutlu Yükleme

Abstract

This study emphasis on the type of pallet loading problem (PLP), which is closely associated with logistic management. In the study, which is made specifically for the distributor pallet loading problem, the dimensions of width, length and height of the products are considered to be the same, and the study, which is based on distributor pallet loading problem, has been conducted in a way that the dimensions of products will be reduced to the 2D pallet loading problem without loading a 3D pallet. The research concentrates on the constraint of loading different customers’ pallets so as not to mix their products during transportation and as the problem will be examined in 2-dimensions, instinctively objects are only allowed to be rotated in 2-dimensions. A Genetic Algorithm (GA) has been developed for the problem solution and this algorithm has been presented to give good results.

Özet

Bu çalışma, lojistik yönetimini yakından ilgilendiren palet yükleme problem (PYP) tipi üzerine yoğunlaşan bir çalışmadır. Dağıtıcı palet yükleme problemi özelinde yapılan bu çalışmada ürünlerin en, boy ve yükseklik ölçülerinden bir boyutu aynı olacak şekilde kabul edilip çalışma 3 boyutlu palet yüklemeden 2 boyutlu palet yükleme problemine indirgenecek şekilde incelenmiştir. Öyle ki, farklı müşterilerin ürünlerini taşıma sırasında karıştırmayacak şekilde paletlere yüklenmesi kısıtı üzerine yoğunlaşır ve problem 2-boyutta inceleneceği için de doğal olarak nesnelerin sadece 2-boyutta döndürülmesine izin verilmiştir. Problem çözümü için bir Genetik Algoritma (GA) geliştirilmiş ve geliştirilen bu algoritmanın iyi sonuç verdiği gösterilmiştir.

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Cite This Article

ÜNAL, İ., GÖRGÜN, H., BULKAN, S. (2020). Metaheuristic Solution Approach for Two-Dimensional Palette Placement Problem. Journal of Transportation and Logistics, Cilt: 4 - Sayı: 2, 79–90. https://ajindex.com/articles/75226

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