A dynamic operative framework for allocation in automated storage and retrieval systems

M Bertolini, D Mezzogori, M Neroni… - Expert Systems with …, 2023 - Elsevier
Two very important aspects in automated storage and retrieval systems (AS/RS) are
productivity (or performance) and maintenance costs. In the literature, as in industry, it is very …

Improving order picking efficiency through storage assignment optimization in robotic mobile fulfillment systems

Y Zhuang, Y Zhou, E Hassini, Y Yuan, X Hu - European Journal of …, 2024 - Elsevier
The order picking efficiency in robotic mobile fulfillment systems is not only determined by
the order and rack processing sequences, but also by the product distribution on the racks …

Towards Safe and Sustainable Reinforcement Learning for Real-Time Strategy Games

PA Andersen, M Goodwin, OC Granmo - Information Sciences, 2024 - Elsevier
Abstract Combining Deep Neural Networks with Reinforcement Learning, known as Deep
Reinforcement Learning (DRL), is revolutionizing fields like medicine, industry, and gaming …

[HTML][HTML] A Biased-Randomized Discrete Event Algorithm to Improve the Productivity of Automated Storage and Retrieval Systems in the Steel Industry

M Neroni, M Bertolini, AA Juan - Algorithms, 2024 - mdpi.com
In automated storage and retrieval systems (AS/RSs), the utilization of intelligent algorithms
can reduce the makespan required to complete a series of input/output operations. This …

NSGA‐II algorithm‐based automated cigarette finished goods storage level optimization research

Y Hu, G Dong, B Wang, X Liu, J Wen, M Dai… - Advanced Control for … - Wiley Online Library
With the growth of Internet of Things technology, more and more businesses are
implementing automated cargo storage systems. By using an appropriate automated …

A Simulation-Based Approach for the Productivity Improvement of Automated Storage and Retrieval Systems in the Steel Industry

M Neroni, A Juan, M Bertolini - Available at SSRN 4118116, 2022 - papers.ssrn.com
In automated storage and retrieval systems (AS/RS), the usage of intelligent algorithms can
lead to a reduction in the makespan required to complete a series of input/output operations …