[HTML][HTML] Order batching problems: Taxonomy and literature review

EG Pardo, S Gil-Borrás, A Alonso-Ayuso… - European Journal of …, 2024 - Elsevier
Order Batching is a family of optimization problems related to the process of picking items in
a warehouse as part of supply chain management. Problems classified into this category are …

A forecasting analytics model for assessing forecast error in e-fulfilment performance

GTS Ho, SK Choy, PH Tong, V Tang - Industrial Management & Data …, 2022 - emerald.com
Purpose Demand forecast methodologies have been studied extensively to improve
operations in e-commerce. However, every forecast inevitably contains errors, and this may …

The time-window strategy in the online order batching problem

S Gil-Borrás, EG Pardo, E Jiménez… - International Journal of …, 2024 - Taylor & Francis
When an order arrives at a warehouse it is usually assigned to a batch and a decision is
made on how long to wait before assigning the batch to a picker and starting the picking …

[HTML][HTML] General Variable Neighborhood Search for the optimization of software quality

J Yuste, EG Pardo, A Duarte - Computers & Operations Research, 2024 - Elsevier
In the area of Search-Based Software Engineering, software engineering issues are
formulated and tackled as optimization problems. Among the problems within this area, the …

Integrated scheduling of order picking operations under dynamic order arrivals

R D'Haen, K Braekers, K Ramaekers - International Journal of …, 2023 - Taylor & Francis
To remain competitive in the current e-commerce environment, warehouses are expected to
handle customer orders as efficiently and quickly as possible. Previous research on order …

Joint green dynamic order batching and picker routing problem using PSO with global worst experience

CC Lin, YC Peng, JR Kang - Applied Soft Computing, 2024 - Elsevier
With the increasing importance of various countries' initiatives on reducing carbon emissions
(eg, carbon border adjustment mechanism, CBAM), intelligent order picking systems have …

Multi-objective grou** genetic algorithm for the joint order batching, batch assignment, and sequencing problem

JA Cano, P Cortés, EA Campo… - … Systems Using AI …, 2023 - taylorfrancis.com
This article solves the order batching, batch assignment, and sequencing problem
(JOBASP) given multiple objectives and heterogeneous picking vehicles in multi-parallel …

Enhancing E-Commerce Warehouse Order Fulfillment Through Predictive Order Reservation Using Machine Learning

Y Kang, Z Qu, P Yang - IEEE Transactions on Automation …, 2024 - ieeexplore.ieee.org
Order batching plays a pivotal role in enhancing order fulfillment efficiency within both
manual and robotic warehousing systems. Rare attention has been devoted to the impact of …

Joint optimization of storage assignment and order batching in robotic mobile fulfillment system with dynamic storage depth and surplus items

Z Liu, J Lu, C Ren, J Chen, Z Xu, G Zhao - Computers & Industrial …, 2025 - Elsevier
This paper studies the joint optimization of storage location assignment and order batching
in robotic mobile fulfillment systems (RMFS), considering dynamic storage depth and …

[HTML][HTML] Multi-objective general variable neighborhood search for software maintainability optimization

J Yuste, EG Pardo, A Duarte, JK Hao - Engineering Applications of Artificial …, 2024 - Elsevier
The quality of software projects is measured by different attributes such as efficiency,
security, robustness, or understandability, among others. In this paper, we focus on …