A matheuristic for flexible job shop scheduling problem with lot-streaming and machine reconfigurations

J Fan, C Zhang, W Shen, L Gao - International Journal of …, 2023 - Taylor & Francis
Multi-variety and small-batch production mode enables manufacturing industries to
expeditiously satisfy customers' personalised demands, where a large amount of identical …

A two-stage RNN-based deep reinforcement learning approach for solving the parallel machine scheduling problem with due dates and family setups

F Li, S Lang, B Hong, T Reggelin - Journal of Intelligent Manufacturing, 2024 - Springer
As an essential scheduling problem with several practical applications, the parallel machine
scheduling problem (PMSP) with family setups constraints is difficult to solve and proven to …

The on-demand warehousing problem

S Ceschia, M Gansterer, S Mancini… - International Journal of …, 2023 - Taylor & Francis
Warehouses are key elements of supply chain networks, and great attention is paid to
increase their efficiency. Highly volatile space requirements are enablers of innovative …

Scheduling identical parallel batch processing machines involving incompatible families with different job sizes and capacity constraints

C Li, F Wang, JND Gupta, T Chung - Computers & Industrial Engineering, 2022 - Elsevier
This paper investigates the problem of scheduling jobs on parallel batch processing
machines with incompatible job families, non-identical job sizes, arbitrary job release times …

A transformer-based deep reinforcement learning approach for dynamic parallel machine scheduling problem with family setups

F Li, S Lang, Y Tian, B Hong, B Rolf… - Journal of Intelligent …, 2024 - Springer
The parallel machine scheduling problem (PMSP) involves the optimized assignment of a
set of jobs to a collection of parallel machines, which is a proper formulation for the modern …

Iterated greedy algorithms for a complex parallel machine scheduling problem

D Mecler, V Abu-Marrul, R Martinelli, A Hoff - European Journal of …, 2022 - Elsevier
This paper addresses a complex parallel machine scheduling problem with jobs divided into
operations and operations grouped in families. Non-anticipatory family setup times are held …

Solving the two-machine open shop problem with a single server with respect to the makespan

N Babou, D Rebaine, M Boudhar - Annals of Operations Research, 2024 - Springer
We address in this paper the two-machine open shop problem with a single server to
prepare jobs before going through the processing so as to minimize the makespan. The …

Simheuristic algorithm for a stochastic parallel machine scheduling problem with periodic re-planning assessment

V Abu-Marrul, R Martinelli, S Hamacher… - Annals of Operations …, 2023 - Springer
This paper addresses a parallel machine scheduling problem with non-anticipatory family
setup times and batching, considering the task's stochastic processing times and release …

A metaheuristic-based efficient strategy for multi-unit production planning with unique process constraints

R Kommadath, D Maharana, P Kotecha - Applied Soft Computing, 2023 - Elsevier
Production planning provides optimal strategic planning to attain economic benefits in the
petrochemical industries and helps to maintain competitiveness in the global market. This …

An adaptive large neighborhood search algorithm for parallel assembly lines scheduling problem with complex fixture constraints

Z Mao, Y Xu, K Fang, C Wang, D Huang - Computers & Industrial …, 2024 - Elsevier
In recent years, the value chain facilitates the transition of competition among enterprises
from a single link to a comprehensive one, thereby driving intelligent upgrades within …