[HTML][HTML] Simulation optimization applied to production scheduling in the era of industry 4.0: A review and future roadmap

A Ghasemi, F Farajzadeh, C Heavey, J Fowler… - Journal of Industrial …, 2024 - Elsevier
Production Scheduling (PS) is an essential paradigm within supply and manufacturing
systems and an important element of sustainable development. PS, mainly known for its …

Simulation optimization in healthcare resource planning: A literature review

L Wang, E Demeulemeester - Iise Transactions, 2023 - Taylor & Francis
In healthcare, the planning and the management of resources are challenging as there are
always many complex and stochastic factors in both demand and supply. Simulation …

A proactive material handling method for CPS enabled shop-floor

W Wang, Y Zhang, RY Zhong - Robotics and computer-integrated …, 2020 - Elsevier
Cyber physical system (CPS) enables companies to keep high traceability and controllability
in manufacturing for better quality and improved productivity. However, several challenges …

Evolutionary learning based simulation optimization for stochastic job shop scheduling problems

A Ghasemi, A Ashoori, C Heavey - Applied Soft Computing, 2021 - Elsevier
Simulation Optimization (SO) techniques refer to a set of methods that have been applied to
stochastic optimization problems, structured so that the optimizer (s) are integrated with …

A hybrid data-driven optimization and decision-making approach for a digital twin environment: Towards customizing production platforms

J Lee, PC Chua, B Liu, SK Moon, M Lopez - International Journal of …, 2025 - Elsevier
Abstract In the Industry 4.0 era, advanced technologies are transforming manufacturing
processes and systems. Additionally, the increasing prevalence of big data and AI …

Semiconductor capacity expansion based on forecast evolution and mini-max regret strategy for smart production under demand uncertainty

HA Kuo, CF Chien - Computers & Industrial Engineering, 2023 - Elsevier
Semiconductor industry has continuously migrated for advanced technology nodes with
capital intensive capacities to fulfil the demands and maintain competitive advantages …

Digital twinning and optimization of manufacturing process flows

H Lee, H Yang - Journal of Manufacturing Science …, 2023 - asmedigitalcollection.asme.org
The new wave of Industry 4.0 is transforming manufacturing factories into data-rich
environments. This provides an unprecedented opportunity to feed large amounts of sensing …

[HTML][HTML] A simulation-optimization approach for integrating physical and financial flows in a supply chain under economic uncertainty

E Badakhshan, P Ball - Operations Research Perspectives, 2023 - Elsevier
In the last decade, increasing costs and organizational concerns regarding the funding and
allocation of financial resources have led to significant attention being given to financial flow …

[HTML][HTML] Simulation of sustainable manufacturing solutions: Tools for enabling circular economy

AA Khan, J Abonyi - Sustainability, 2022 - mdpi.com
At the current worrisome rate of global consumption, the linear economy model of producing
goods, using them, and then disposing of them with no thought of the environmental, social …

[HTML][HTML] Digital twins-based production line design and simulation optimization of large-scale mobile phone assembly workshop

R Zhao, G Zou, Q Su, S Zou, W Deng, A Yu, H Zhang - Machines, 2022 - mdpi.com
The mobile phone is a typical 3C electronic product characterized by frequent replacement,
multiple product specifications, high flexibility, high-frequency production line switching, and …