Enhancing multi-objective evolutionary algorithms with machine learning for scheduling problems: recent advances and survey

W Zhang, G **ao, M Gen, H Geng, X Wang… - Frontiers in Industrial …, 2024 - frontiersin.org
Multi-objective scheduling problems in workshops are commonly encountered challenges in
the increasingly competitive market economy. These scheduling problems require a trade …

A review of robust machine scheduling

N Zhang, Y Zhang, S Song… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Robust optimization (RO) has been recognized as an effective means to deal with
unanticipated events in highly uncertain and risky environments. This paper systematically …

Profit maximization through integrated order acceptance and scheduling: A metaheuristic approach

Y Li, L Tang, D Bai, LC Coelho - Applied Soft Computing, 2024 - Elsevier
The synchronization of production capacity with demand plays a significant role in
maximizing profit. Firms attempt to align their activities, requiring that businesses be …

Coordinating order acceptance and integrated production-distribution scheduling with batch delivery considering Third Party Logistics distribution

A Noroozi, MM Mazdeh, M Heydari… - Journal of manufacturing …, 2018 - Elsevier
The present study proposes two mixed integer linear programming model for two important
aspects of integrated production-distribution scheduling: order acceptance and batch direct …

Hybrid evolutionary optimisation with learning for production scheduling: state-of-the-art survey on algorithms and applications

L Lin, M Gen - International Journal of Production Research, 2018 - Taylor & Francis
Evolutionary Algorithms (EAs) has attracted significantly attention with respect to complexity
scheduling problems, which is referred to evolutionary scheduling. However, EAs differ in …

A hybrid algorithm for order acceptance and scheduling problem in make-to-stock/make-to-order industries

Z Wang, Y Qi, H Cui, J Zhang - Computers & Industrial Engineering, 2019 - Elsevier
Production systems' optimization is a complex and important problem in production and
operations management. Integrated optimization from a whole system perspective of …

Logic-based Benders decomposition for order acceptance and scheduling on heterogeneous factories with carbon caps

J Chen, X Ye, W Ma, D Xu - Computers & Operations Research, 2024 - Elsevier
We study an integrated order acceptance and scheduling problem for heterogeneous
factories with carbon caps, order-dependent processing speeds, and setup times. Three …

An exact decomposition method for unrelated parallel machine scheduling with order acceptance and setup times

S Wang, R Wu, F Chu, J Yu - Computers & Industrial Engineering, 2023 - Elsevier
In this paper, an unrelated parallel machine scheduling problem is studied, where order
acceptance, sequence and machine-dependent setup times and the maximum available …

Tabu search for a parallel-machine scheduling problem with periodic maintenance, job rejection and weighted sum of completion times

H Krim, N Zufferey, JY Potvin, R Benmansour… - Journal of …, 2022 - Springer
We consider in this work a bicriteria scheduling problem on two different parallel machines
with a periodic preventive maintenance policy. The two objectives considered involve …

Exact methods for order acceptance and scheduling on unrelated parallel machines

S Wang, B Ye - Computers & Operations Research, 2019 - Elsevier
This paper studies an order acceptance and scheduling (OAS) problem on unrelated
parallel machines to maximize the total net revenue of accepted orders, which is the …