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Dynamic Storage Location Assignment in Warehouses Using Deep Reinforcement Learning
Technologies, 2022 The warehousing industry is faced with increasing customer demands and growing global competition. A major factor in the efficient operation of warehouses is the strategic storage location assignment of arriving goods, termed the dynamic storage location
Constantin Waubert de Puiseau +4 more
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A novel framework for production planning and class-based storage location assignment: Multi-criteria classification approach [PDF]
HeliyonEfficient warehouse management is essential for optimizing inventory, minimizing transportation costs, and enhancing overall performance. This research introduces a novel Mixed-Integer Nonlinear Programming (MINLP) model to address the Storage Location ...
Mehmet Akif Yerlikaya, Feyzan Arıkan
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A Bi-level optimization method for integrated warehouse design, storage location assignment, and order picking [PDF]
MethodsXThis study proposes a novel bi-level optimization model for integrated warehouse planning, encompassing shelving technology selection, storage location assignment, and order picking decisions.
Mohammadreza Farhadi Moghadam +3 more
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Storage Location Allocation and Crane Scheduling Optimization in Automated Storage and Retrieval Systems with Dual I/O Ports [PDF]
SensorsThis paper addresses the challenge of integrated optimization for storage space allocation and crane scheduling in Automated Storage and Retrieval Systems (AS/RSs) under the complex constraints of dual I/O ports and Shared Storage strategies.
Zihang Yuan +2 more
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Algorithms, 2023 The use of simulation and reinforcement learning can be viewed as a flexible approach to aid managerial decision-making, particularly in the face of growing complexity in manufacturing and logistic systems.
Jonas F. Leon +5 more
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A Discrete-Event Simheuristic for Solving a Realistic Storage Location Assignment Problem
Mathematics, 2023 In the context of increasing complexity in manufacturing and logistic systems, the combination of optimization and simulation can be considered a versatile tool for supporting managerial decision-making.
Jonas F. Leon +4 more
doaj +1 more source
U.Porto Journal of Engineering, 2021 This paper is inspired by a manual picking retail company where shape and weight constraints affect the order-picking process. We proposed an alternative clustering similarity index that considers the similarity, the weight and the shape of products ...
Maria Trindade +2 more
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Complexity, 2020 Considering time-varying demand of online retail industry, the traditional static storage location assignment is converted into a multistage storage location assignment process based on the idea of gradual and small-step-forward optimization, which can ...
Xiangbin Xu, Chenhao Ren
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Correlated storage assignment approach in warehouses: A systematic literature review
Journal of Industrial Engineering and Management, 2023 Purpose: Correlation-based storage assignment approach has been intensively explored during the last three decades to improve the order picking efficiency.
Md. Saiful Islam, Md. Kutub Uddin
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A Network-Based Model for Optimization of Container Location Assignment at Inland Terminals
Applied Sciences, 2022 The development of inland terminals helps seaports mitigate inevitable storage capacity problems, extending their gravitational field and strengthening their competitive advantage.
Tomislav Rožić +3 more
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