A concise guide to scheduling with learning and deteriorating effects

J Pei, Y Zhou, P Yan, PM Pardalos - International Journal of …, 2023 - Taylor & Francis
In practical manufacturing systems, the job processing time usually varies with the
performance change of manufacturing resources, among which the learning and …

Hybrid artificial bee colony algorithm for a parallel batching distributed flow-shop problem with deteriorating jobs

JQ Li, MX Song, L Wang, PY Duan… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
In this article, we propose a hybrid artificial bee colony (ABC) algorithm to solve a parallel
batching distributed flow-shop problem (DFSP) with deteriorating jobs. In the considered …

Decomposition method for new single-machine scheduling problems from steel production systems

Z Zhao, S Liu, MC Zhou, X Guo… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Production scheduling is a crucial task in modern steel plants. The scheduling of a wire rod
and bar rolling process is challenging in many steel plants, which has a direct impact on …

A hybrid BA-VNS algorithm for coordinated serial-batching scheduling with deteriorating jobs, financial budget, and resource constraint in multiple manufacturers

J Pei, X Liu, W Fan, PM Pardalos, S Lu - Omega, 2019 - Elsevier
We study a coordinated serial-batching scheduling problem that features deteriorating jobs,
financial budget, resource constraints, resource-dependent processing times, setup times …

Single-machine and parallel-machine serial-batching scheduling problems with position-based learning effect and linear setup time

J Pei, B Cheng, X Liu, PM Pardalos, M Kong - Annals of Operations …, 2019 - Springer
This paper introduces the serial batching scheduling problems with position-based learning
effect, where the actual job processing time is a function of its position. Two scheduling …

Modified benders decomposition and metaheuristics for multi-machine parallel-batch scheduling and resource allocation under deterioration effect

T Jiang, S Lu, M Ren, H Cheng, X Liu - Computers & Industrial Engineering, 2023 - Elsevier
Batch scheduling problem is a common difficulty in mass production, which includes many
decisions such as grouping, batch ordering, and resource allocation. Motivated by the …

Single-machine scheduling with deteriorating effects and machine maintenance

X Sun, XN Geng - International Journal of Production Research, 2019 - Taylor & Francis
In this paper, the single-machine scheduling problems with deteriorating effects and a
machine maintenance are studied. In this circumstance, the deterioration rates of the jobs …

Exact algorithms based on a constrained shortest path model for robust serial-batch and parallel-batch scheduling problems

W Wu, T Hayashi, K Haruyasu, L Tang - European Journal of Operational …, 2023 - Elsevier
We study robust single-machine batch scheduling problems under uncertain processing
times to minimize total flow time. Two types of batches are considered: serial batch (s-batch) …

Two-stage hybrid flow shop scheduling on parallel batching machines considering a job-dependent deteriorating effect and non-identical job sizes

S Liu, J Pei, H Cheng, X Liu, PM Pardalos - Applied soft computing, 2019 - Elsevier
In this paper, we investigate a specialized two-stage hybrid flow shop scheduling problem
with parallel batching machines considering a job-dependent deteriorating effect and non …

Air pollutant concentration forecast based on support vector regression and quantum-behaved particle swarm optimization

X Li, A Luo, J Li, Y Li - Environmental Modeling & Assessment, 2019 - Springer
In order to improve the forecasting accuracy of atmospheric pollutant concentration, a
prediction model of atmospheric PM 2.5 and nitrogen dioxide (NO 2) concentration based on …