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A deep reinforcement learning hyper-heuristic to solve order batching problem with mobile robots
B Cheng, L Wang, Q Tan, M Zhou - Applied Intelligence, 2024 - Springer
In e-commerce logistics, it is critical to enhance the efficiency of the order-picking system.
Motivated by applications of automatic logistics, we consider the mobile robot based order …
Motivated by applications of automatic logistics, we consider the mobile robot based order …
The single picker routing problem with scattered storage: modeling and evaluation of routing and storage policies
Despite ongoing automation efforts, most warehouses are still manually operated using a
person-to-parts collection strategy. This process of collecting items of customer orders from …
person-to-parts collection strategy. This process of collecting items of customer orders from …
Exact Solution of the Single-Picker Routing Problem with Scattered Storage
We present a new modeling approach for the single-picker routing problem with scattered
storage (SPRP-SS) for order picking in warehouses. The SPRP-SS assumes that an article …
storage (SPRP-SS) for order picking in warehouses. The SPRP-SS assumes that an article …
Operating policies for robotic cellular warehousing systems
Abstract Robotic Cellular Warehousing Systems provide an innovative robot-to-goods
picking approach designed to improve robot transportation efficiency, where robots move to …
picking approach designed to improve robot transportation efficiency, where robots move to …
[HTML][HTML] Due date-oriented picker routing, an efficient exact solution algorithm, and its application to pick-from-store omnichannel retailing
The advent of e-commerce and omnichannel retailing has sparked renewed interest in
picker routing in warehouses. This paper presents two significant methodological advances …
picker routing in warehouses. This paper presents two significant methodological advances …
On picking operations in e-commerce warehouses: Insights from the complete-information counterpart
Major players in e-commerce process dynamically incoming orders in real-time and already
use advanced anticipation techniques, like AI, to predict characteristics of future orders …
use advanced anticipation techniques, like AI, to predict characteristics of future orders …
Synchronous Parallel Heuristics for Solving the Joint Order Batching and Picker Routing Problem
The joint order batching and picker routing problem is an important problem for improving
warehouse efficiency. The goal is to minimize the total distance travel of picking customer …
warehouse efficiency. The goal is to minimize the total distance travel of picking customer …
[PDF][PDF] The single picker routing problem with scattered storage: Modeling and evaluation of routing and storage policies
Despite ongoing automation efforts, most warehouses are still manually operated using a
person-to-parts collection strategy. This process of collecting items of customer orders from …
person-to-parts collection strategy. This process of collecting items of customer orders from …
Human-aware optimization of integrated order picking decisions in warehousing logistics
T Prunet - 2024 - Springer
This is a summary of the authors PhD thesis supervised by Nabil Absi, Valeria Borodin and
Diego Cattaruzza and defended on January 19, 2024, at the Ecole des Mines de Saint …
Diego Cattaruzza and defended on January 19, 2024, at the Ecole des Mines de Saint …
Firefly Algorithm Order Batching Problem Based on Local Search Optimization
Y Miao, L Jia, H Yu - Proceedings of the 2024 5th International …, 2024 - dl.acm.org
Order processing efficiency determines the stability and efficiency of the whole logistics
system, which is of great significance for warehouse operation management. The order …
system, which is of great significance for warehouse operation management. The order …