A research survey: review of flexible job shop scheduling techniques

IA Chaudhry, AA Khan - International Transactions in …, 2016 - Wiley Online Library
In the last 25 years, extensive research has been carried out addressing the flexible job
shop scheduling (JSS) problem. A variety of techniques ranging from exact methods to …

An effective hybrid genetic algorithm and tabu search for flexible job shop scheduling problem

X Li, L Gao - International Journal of Production Economics, 2016 - Elsevier
Flexible job shop scheduling problem (FJSP) which is an extension of the classical job shop
scheduling problem is a very important problem in the modern manufacturing system. It …

An effective and distributed particle swarm optimization algorithm for flexible job-shop scheduling problem

M Nouiri, A Bekrar, A Jemai, S Niar… - Journal of Intelligent …, 2018 - Springer
Flexible job-shop scheduling problem (FJSP) is very important in many research fields such
as production management and combinatorial optimization. The FJSP problems cover two …

A literature review on optimization techniques for adaptation planning in adaptive systems: State of the art and research directions

E Henrichs, V Lesch, M Straesser, S Kounev… - Information and …, 2022 - Elsevier
Context: Recent developments in modern IT systems including internet of things, edge/fog
computing, or cyber–physical systems support intelligent and seamless interaction between …

[HTML][HTML] A discrete artificial bee colony algorithm for the multi-objective flexible job-shop scheduling problem with maintenance activities

JQ Li, QK Pan, MF Tasgetiren - Applied Mathematical Modelling, 2014 - Elsevier
This paper presents a novel discrete artificial bee colony (DABC) algorithm for solving the
multi-objective flexible job shop scheduling problem with maintenance activities …

Pareto-based discrete artificial bee colony algorithm for multi-objective flexible job shop scheduling problems

JQ Li, QK Pan, KZ Gao - The International Journal of Advanced …, 2011 - Springer
This paper presents a hybrid Pareto-based discrete artificial bee colony algorithm for solving
the multi-objective flexible job shop scheduling problem. In the hybrid algorithm, each …

Solving the job-shop scheduling problem in the industry 4.0 era

ME Leusin, EM Frazzon, M Uriona Maldonado, M Kück… - Technologies, 2018 - mdpi.com
Technological developments along with the emergence of Industry 4.0 allow for new
approaches to solve industrial problems, such as the Job-shop Scheduling Problem (JSP) …

Multi-agent reinforcement learning based on graph convolutional network for flexible job shop scheduling

X Jing, X Yao, M Liu, J Zhou - Journal of Intelligent Manufacturing, 2024 - Springer
With the development of Internet of manufacturing things, decentralized scheduling in
flexible job shop is arousing great attention. To deal with the challenges confronted by …

A hybrid tabu search algorithm with an efficient neighborhood structure for the flexible job shop scheduling problem

JQ Li, QK Pan, PN Suganthan, TJ Chua - The international journal of …, 2011 - Springer
A novel hybrid tabu search algorithm with a fast public critical block neighborhood structure
(TSPCB) is proposed in this paper to solve the flexible job shop scheduling problem with the …

An effective shuffled frog-leaping algorithm for multi-objective flexible job shop scheduling problems

J Li, Q Pan, S Xie - Applied Mathematics and Computation, 2012 - Elsevier
In this paper, we propose a hybrid shuffled frog-leaping algorithm (HSFLA) for solving the
multi-objective flexible job shop scheduling problem. Three minimization objectives–the …