A systematic review of hyper-heuristics on combinatorial optimization problems

M Sánchez, JM Cruz-Duarte… - IEEE …, 2020 - ieeexplore.ieee.org
Hyper-heuristics aim at interchanging different solvers while solving a problem. The idea is
to determine the best approach for solving a problem at its current state. This way, every time …

Trends in order picking: a 2007–2022 review of the literature

G Casella, A Volpi, R Montanari, L Tebaldi… - Production & …, 2023 - Taylor & Francis
ABSTRACT A literature review on the order picking process in warehouses is presented for
delineating the trends in time of research topics in this field. A total of 269 journal papers …

Optimization of warehouse operations with genetic algorithms

M Kordos, J Boryczko, M Blachnik, S Golak - Applied Sciences, 2020 - mdpi.com
We present a complete, fully automatic solution based on genetic algorithms for the
optimization of discrete product placement and of order picking routes in a warehouse. The …

Collaborative optimization of storage location assignment and path planning in robotic mobile fulfillment systems

J Cai, X Li, Y Liang, S Ouyang - Sustainability, 2021 - mdpi.com
The robotic mobile fulfillment system (RMFS) is a new automatic warehousing system, a type
of green technology, and an emerging trend in the logistics industry. In this study, we take an …

Sensitivity analysis of selected parameters in the order picking process simulation model, with randomly generated orders

M Kostrzewski - Entropy, 2020 - mdpi.com
Sensitivity analysis of selected parameters in simulation models of logistics facilities is one
of the key aspects in functioning of self-conscious and efficient management. In order to …

Solving Location Assignment and Order Picker-Routing Problems in Warehouse Management

J Bolaños-Zuñiga, MA Salazar-Aguilar… - Axioms, 2023 - mdpi.com
One of the critical warehousing processes is the order-picking process. This activity consists
of retrieving items from their storage locations to fulfill the demand specified in the pick lists …

Optimization of Order‐Picking Problems by Intelligent Optimization Algorithm

Z Wu, H Chen, J Yang - Mathematical Problems in Engineering, 2020 - Wiley Online Library
To improve the efficiency of warehouse operations, reasonable optimization of picking
operations has become an important task of the modern supply chain. For the purpose of …

Increasing throughput in warehouses: The effect of storage reallocation and the location of input/output station

M Alnahhal, B Salah, R Ahmad - Sustainability, 2022 - mdpi.com
Automatic warehousing systems are a sort of green technology that is becoming
increasingly popular in the logistics business. Automated Storage/Retrieval Systems …

Applied Optimization in Clean and Renewable Energy: New Trends

U Fiore, E Munapo, P Vasant, J Thomas… - Applied Sciences, 2022 - mdpi.com
In recent years, more and more countries have paid close attention to energy and
environmental issues. The deterioration of air quality and pollution of the Earth's atmosphere …

Enhancing Warehouse Efficiency with Time Series Clustering: A Hybrid Storage Location Assignment Strategy

H Kalkha, A Khiat, A Bahnasse, H Ouajji - IEEE Access, 2024 - ieeexplore.ieee.org
In the rapidly evolving domain of e-commerce, effective warehouse management emerges
as a critical factor for ensuring timely deliveries. This paper addresses the Storage Location …