A hyperheuristic with Q-learning for the multiobjective energy-efficient distributed blocking flow shop scheduling problem

F Zhao, S Di, L Wang - IEEE Transactions on Cybernetics, 2022 - ieeexplore.ieee.org
Carbon peaking and carbon neutrality, which are the significant national strategy for
sustainable development, have attracted considerable attention from production enterprises …

Distributed flow shop scheduling with sequence-dependent setup times using an improved iterated greedy algorithm

X Han, Y Han, Q Chen, J Li, H Sang… - Complex system …, 2021 - ieeexplore.ieee.org
To meet the multi-cooperation production demand of enterprises, the distributed permutation
flow shop scheduling problem (DPFSP) has become the frontier research in the field of …

Modelling and optimization of distributed heterogeneous hybrid flow shop lot-streaming scheduling problem

W Shao, Z Shao, D Pi - Expert Systems with Applications, 2023 - Elsevier
More enterprises are facing rapid and changing market demand and small but frequent
orders, and they extend the production capability of manufacturing systems to respond to …

An improved iterated greedy algorithm for the distributed assembly permutation flowshop scheduling problem

YY Huang, QK Pan, JP Huang, PN Suganthan… - Computers & Industrial …, 2021 - Elsevier
This paper considers a distributed assembly permutation flowshop scheduling problem
(DAPFSP) with total flowtime (TF) criterion, which is of great significance to both industry and …

A population-based iterated greedy algorithm for distributed assembly no-wait flow-shop scheduling problem

F Zhao, Z Xu, L Wang, N Zhu, T Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article investigates a distributed assembly no-wait flow-shop scheduling problem
(DANWFSP), which has important applications in manufacturing systems. The objective is to …

An effective memetic algorithm for the distributed flowshop scheduling problem with an assemble machine

YY Huang, QK Pan, L Gao - International Journal of Production …, 2023 - Taylor & Francis
The distributed flowshop has been a hot topic in research in recent years. This paper
considers a distributed permutation flowshop scheduling problem with an assemble …

A self-learning hyper-heuristic for the distributed assembly blocking flow shop scheduling problem with total flowtime criterion

F Zhao, S Di, L Wang, T Xu, N Zhu - Engineering Applications of Artificial …, 2022 - Elsevier
The distributed assembly blocking flow shop scheduling problem, which is a significant
scenario in modern supply chains and manufacturing systems, has attracted significant …

An effective water wave optimization algorithm with problem-specific knowledge for the distributed assembly blocking flow-shop scheduling problem

F Zhao, D Shao, L Wang, T Xu, N Zhu - Knowledge-Based Systems, 2022 - Elsevier
The distributed assembly blocking flow-shop scheduling problem (DABFSP), which is a
promising area in modern supply chains and manufacturing systems, has attracted great …

A Q-learning artificial bee colony for distributed assembly flow shop scheduling with factory eligibility, transportation capacity and setup time

J Wang, H Tang, D Lei - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Distributed assembly flow shop scheduling problem (DAFSP) has been considered;
however, DAFSP with factory eligibility, transportation capacity and setup time is seldom …

An improved iterative greedy athm for energy-efficient distributed assembly no-wait flow-shop scheduling problem

F Zhao, Z Xu, X Hu, T Xu, N Zhu - Swarm and Evolutionary Computation, 2023 - Elsevier
With the development of the economy and technology, distributed manufacturing and green
manufacturing are becoming more and more important parts of intelligent manufacturing. In …