Research on order batching optimization based on improved NSGA-II algorithm. [PDF]
PLoS ONEIn the context of e-commerce, the order batching optimization problem in e-commerce warehousing centers has been addressed by establishing a model aimed at minimizing the order picking time, order delay costs, and picking costs, as well as achieving ...
Huiyue Xu, Juping Shao, Yanan Sun
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Correction: Research on order batching optimization based on improved NSGA-II algorithm. [PDF]
PLoS ONE[This corrects the article DOI: 10.1371/journal.pone.0319182.].
Huiyue Xu, Juping Shao, Yanan Sun
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Order Batching in Warehouses by Minimizing Total Tardiness: A Hybrid Approach of Weighted Association Rule Mining and Genetic Algorithms [PDF]
The Scientific World Journal, 2013 One of the cost-intensive issues in managing warehouses is the order picking problem which deals with the retrieval of items from their storage locations in order to meet customer requests. Many solution approaches have been proposed in order to minimize
Amir Hossein Azadnia +4 more
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Order picking dataset from a warehouse of a footwear manufacturing companyMendeley Data [PDF]
Data in BriefThis dataset originates from a real-world footwear manufacturing warehouse and provides a comprehensive foundation for benchmarking research in warehouse order-picking operations.
Rodrigo Furlan de Assis +2 more
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Batch Assorting for Worker-Following Assortment Carts in Parallel-Aisle Order-Assorting Systems
IEEE Access, 2022 This study introduces an order-assorting system (OAS) in a distribution center. The system supports assortments with worker-following carts. The workers and worker-following carts move during an order-assortment operation before which the binning ...
Taehoon Lee, Jeongman Lee, Soondo Hong
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Optimization of a multi-period order picking and multi-trip order-picker routing to minimize total tardiness [PDF]
تصمیم گیری و تحقیق در عملیات, 2022 Purpose: Order picking operation is one of the most well-known labor and cost intensive internal logistics processes. Withdrawal of the order in response to customer need is defined in order to collect a set of orders from storage zone in the shortest ...
Morteza Farhadi Sartangi +3 more
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A multi-objective mathematical model for the multi-warehouse order picking system using Benders decomposition algorithm [PDF]
تصمیم گیری و تحقیق در عملیات, 2023 Purpose: The order-picking problem is important as one of the warehouse's logistics activities. This problem is defined as collecting orders from different warehouse locations to respond to customers' orders quickly.
Fatemeh Nikkhoo +3 more
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Mathematics, 2021 Many natural language processing architectures are greatly affected by seemingly small design decisions, such as batching and curriculum learning (how the training data are ordered during training).
Laura Burdick +2 more
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Two-Stage Metaheuristic Algorithms for Order-Batching and Routing Problems
Applied Sciences, 2022 Because of time and cost constraints, item picking plays a major role in warehouse operations. Considering diversified orders and a constant warehouse design, deciding how to combine each batch and picker route effectively is a challenge in warehouse ...
Gen-Han Wu +2 more
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Cleaner Logistics and Supply Chain, 2022 Shuttle-based storage and retrieval system (SBS/RS) is a smart warehouse system evolved from automated storage and retrieval system. It is used for the storage and order picking of products in e-commerce warehouses because of its flexibility and low ...
Haolin Li +3 more
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