Precast production scheduling in off-site construction: Mainstream contents and optimization perspective
Precast production scheduling (PPS) is a key factor that enables efficient off-site construction
(OSC) and has received considerable attention from researchers. However, there is still a …
(OSC) and has received considerable attention from researchers. However, there is still a …
A new approach for optimal chiller loading using an improved imperialist competitive algorithm
J Cai, H Yang, T Lai, K Xu - Energy and Buildings, 2023 - Elsevier
A new optimization algorithm based on an improved imperialist competitive algorithm (ICA-
DE) is proposed to reduce the energy consumption of a multi-chiller system. The …
DE) is proposed to reduce the energy consumption of a multi-chiller system. The …
A Q-learning-based hyper-heuristic evolutionary algorithm for the distributed flexible job-shop scheduling problem with crane transportation
ZQ Zhang, FC Wu, B Qian, R Hu, L Wang… - Expert Systems with …, 2023 - Elsevier
With the globalization and sustainable development of the modern manufacturing industry,
distributed manufacturing and scheduling systems that consider environmental effects have …
distributed manufacturing and scheduling systems that consider environmental effects have …
Bi-population balancing multi-objective algorithm for fuzzy flexible job shop with energy and transportation
Flexible job shop scheduling problem (FJSP) is one of the challenging issues in industrial
systems. In this study, we propose a bi-population balancing multi-objective evolutionary …
systems. In this study, we propose a bi-population balancing multi-objective evolutionary …
Flexible job shop scheduling via dual attention network-based reinforcement learning
Flexible manufacturing has given rise to complex scheduling problems such as the flexible
job shop scheduling problem (FJSP). In FJSP, operations can be processed on multiple …
job shop scheduling problem (FJSP). In FJSP, operations can be processed on multiple …
A deep reinforcement learning based algorithm for a distributed precast concrete production scheduling
Y Du, J Li - International Journal of Production Economics, 2024 - Elsevier
The environmental-friendly production demands higher manufacturing efficiency and lower
energy cost; therefore, time-of-use electricity price constraint and distributed production have …
energy cost; therefore, time-of-use electricity price constraint and distributed production have …
Q-learning driven multi-population memetic algorithm for distributed three-stage assembly hybrid flow shop scheduling with flexible preventive maintenance
Y Jia, Q Yan, H Wang - Expert Systems with Applications, 2023 - Elsevier
The distributed assembly flow shop scheduling (DAFS) problem has received much
attention in the last decade, and a variety of metaheuristic algorithms have been developed …
attention in the last decade, and a variety of metaheuristic algorithms have been developed …
Q-learning based multi-objective immune algorithm for fuzzy flexible job shop scheduling problem considering dynamic disruptions
X Chen, J Li, Y Xu - Swarm and Evolutionary Computation, 2023 - Elsevier
Confronted with complex industrial environments, dynamic disruptions like new job arrival
and machine breakdown bring significant challenges to the robustness and stability of the …
and machine breakdown bring significant challenges to the robustness and stability of the …
An improved deep reinforcement learning-based scheduling approach for dynamic task scheduling in cloud manufacturing
Dynamic task scheduling problem in cloud manufacturing (CMfg) is always challenging
because of changing manufacturing requirements and services. To make instant decisions …
because of changing manufacturing requirements and services. To make instant decisions …
A multi-objective optimization algorithm for flow shop group scheduling problem with sequence dependent setup time and worker learning
The optimization of production systems has become increasingly important in manufacturing
industries due to the growing competition and market demands. One of the overriding …
industries due to the growing competition and market demands. One of the overriding …