[HTML][HTML] A systematic review of multi-objective hybrid flow shop scheduling

JS Neufeld, S Schulz, U Buscher - European Journal of Operational …, 2023 - Elsevier
In industry, production is often organized in the form of a hybrid flow shop, and there is great
interest in methods and algorithms for optimizing such production processes. While, thus far …

Distributed permutation flow shop scheduling problem with worker flexibility: Review, trends and model proposition

T Mraihi, OB Driss, HB El-Haouzi - Expert Systems with Applications, 2024 - Elsevier
Traditional production systems have shifted from being single-site to decentralized multisite
systems due to globalization. The Flow Shop scheduling problem has become a pioneer in …

A tri-individual iterated greedy algorithm for the distributed hybrid flow shop with blocking

F Liu, G Li, C Lu, L Yin, J Zhou - Expert Systems with Applications, 2024 - Elsevier
Scheduling problem with blocking is an attractive research direction due to its wide practical
applications. However, in the distributed hybrid flow shop problem (DHFSP), there are few …

Energy-efficient iterative greedy algorithm for the distributed hybrid flow shop scheduling with blocking constraints

H Qin, Y Han, Q Chen, L Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the global energy shortage, climate anomalies, environmental pollution becoming
increasingly prominent, energy saving scheduling has attracted more and more concern …

A collaborative iterative greedy algorithm for the scheduling of distributed heterogeneous hybrid flow shop with blocking constraints

HX Qin, YY Han, YP Liu, JQ Li, QK Pan - Expert Systems with …, 2022 - Elsevier
The hybrid flow shop and distributed flow shop problems have been extensively studied due
to their wide industrial applications. However, the distributed heterogeneous hybrid flow …

An improved iterated greedy algorithm for the energy-efficient blocking hybrid flow shop scheduling problem

HX Qin, YY Han, B Zhang, LL Meng, YP Liu… - Swarm and Evolutionary …, 2022 - Elsevier
With the continuous development of national economies, problems of various energy
consumption levels and pollution emissions in manufacturing have attracted attention from …

An effective iterated greedy method for the distributed permutation flowshop scheduling problem with sequence-dependent setup times

JP Huang, QK Pan, L Gao - Swarm and Evolutionary Computation, 2020 - Elsevier
The distributed permutation flowshop scheduling problem (DPFSP) has attracted much
attention in recent years. In this paper, we extend the DPFSP by considering the sequence …

MRLM: A meta-reinforcement learning-based metaheuristic for hybrid flow-shop scheduling problem with learning and forgetting effects

Z Zhang, Z Shao, W Shao, J Chen, D Pi - Swarm and Evolutionary …, 2024 - Elsevier
In the real-world production environment, the employee skills affect production efficiency.
Especially, the learning and forgetting effects largely influence the processing time. This …

Lot streaming in hybrid flowshop scheduling problem by considering equal and consistent sublots under machine capability and limited waiting time constraint

BG Yılmaz, ÖF Yılmaz - Computers & Industrial Engineering, 2022 - Elsevier
In this study, lot streaming in hybrid flowshop scheduling problem under machine capability
and limited waiting time (lwt) constraints is investigated. The HFSP plays a vital role in the …

[HTML][HTML] Artificial intelligence to solve production scheduling problems in real industrial settings: Systematic Literature Review

M Del Gallo, G Mazzuto, FE Ciarapica, M Bevilacqua - Electronics, 2023 - mdpi.com
This literature review examines the increasing use of artificial intelligence (AI) in
manufacturing systems, in line with the principles of Industry 4.0 and the growth of smart …