Flexible job shop scheduling problem under Industry 5.0: A survey on human reintegration, environmental consideration and resilience improvement

C Destouet, H Tlahig, B Bettayeb, B Mazari - Journal of Manufacturing …, 2023 - Elsevier
Abstract The Job Shop Scheduling Problem (JSSP) has been widely studied in recent
decades. Various approaches have been proposed to support scheduling decisions …

A Pareto-based two-stage evolutionary algorithm for flexible job shop scheduling problem with worker cooperation flexibility

Q Luo, Q Deng, G Xie, G Gong - Robotics and Computer-Integrated …, 2023 - Elsevier
The previous studies on the flexible job shop scheduling problems (FJSP) with machine
flexibility and worker flexibility normally assume that each machine is operated by one …

A Pareto-optimality based black widow spider algorithm for energy efficient flexible job shop scheduling problem considering new job insertion

K Akram, MU Bhutta, SI Butt, SHI Jaffery, M Khan… - Applied Soft …, 2024 - Elsevier
The utilization of flexible job shops is on the rise, driven by the decreasing life cycle of
consumer products. In dynamic flexible job shops, the occurrence of disruptive events like …

A reinforcement learning enhanced memetic algorithm for multi-objective flexible job shop scheduling toward Industry 5.0

X Chang, X Jia, J Ren - International Journal of Production …, 2025 - Taylor & Francis
Flexible job shop scheduling problem (FJSP) with worker flexibility has gained significant
attention in the upcoming Industry 5.0 era because of its computational complexity and its …

Energy-efficient flexible job shop scheduling problem considering discrete operation sequence flexibility

G Gong, J Tang, D Huang, Q Luo, K Zhu… - Swarm and Evolutionary …, 2024 - Elsevier
The classical flexible job shop scheduling problem (FJSP) normally assumes that operations
of each job have strict sequence constraints, ie, each operation can be processed only after …

An effective memetic algorithm for distributed flexible job shop scheduling problem considering integrated sequencing flexibility

J Tang, G Gong, N Peng, K Zhu, D Huang… - Expert Systems with …, 2024 - Elsevier
Thus far, the available works on sequencing flexibility in shop floor scheduling only consider
the sequencing flexibility with serial operation constraint. However, the sequencing flexibility …

Review evolution of dual-resource-constrained scheduling problems in manufacturing systems: modeling and scheduling methods' trends

A Delgoshaei, MKAM Ariffin, S Maleki, Z Leman - Soft Computing, 2023 - Springer
Dual-resource-constrained scheduling problems (DRCSP) have been hotly debated during
the last two decades. DRCSPs focus on the causes and consequences of problems arising …

Dual resource constrained flexible job shop scheduling with sequence‐dependent setup time

S Barak, S Javanmard, R Moghdani - Expert Systems, 2024 - Wiley Online Library
This study addresses the imperative need for efficient solutions in the context of the dual
resource constrained flexible job shop scheduling problem with sequence‐dependent setup …

Heterogeneous worker multi-functionality and efficiency in dual resource constrained manufacturing lines: an assessment by simulation

F Costa, M Thürer, A Portioli-Staudacher - Operations Management …, 2023 - Springer
Flexibility is a main mean to create resilient supply chains. The most flexible resources are
often human resources but creating high, homogenous skill levels is not cost efficient …

Memetic algorithm based on non-dominated levels for flexible job shop scheduling problem with learn-forgetting effect and worker cooperation

KX Han, W Gong - Computers & Industrial Engineering, 2025 - Elsevier
Traditional flexible job shop scheduling problems (FJSP) often focus on the flexibility of
machines, neglecting the effectiveness and flexibility of workers. In real production …