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 …

Scheduling by NSGA-II: Review and bibliometric analysis

I Rahimi, AH Gandomi, K Deb, F Chen, MR Nikoo - Processes, 2022 - mdpi.com
NSGA-II is an evolutionary multi-objective optimization algorithm that has been applied to a
wide variety of search and optimization problems since its publication in 2000. This study …

Optimal power flow using moth swarm algorithm

AAA Mohamed, YS Mohamed, AAM El-Gaafary… - Electric Power Systems …, 2017 - Elsevier
This work presents a novel Moth Swarm Algorithm (MSA), inspired by the orientation of
moths towards moonlight to solve constrained Optimal Power Flow (OPF) problem. The …

Improved artificial immune system algorithm for type-2 fuzzy flexible job shop scheduling problem

J Li, Z Liu, C Li, Z Zheng - IEEE Transactions on Fuzzy Systems, 2020 - ieeexplore.ieee.org
In practical applications, particularly in flexible manufacturing systems, there is a high level
of uncertainty. A type-2 fuzzy logic system (T2FS) has several parameters and an enhanced …

Knowledge-driven two-stage memetic algorithm for energy-efficient flexible job shop scheduling with machine breakdowns

C Luo, W Gong, C Lu - Expert Systems with Applications, 2024 - Elsevier
This paper focuses on the multi-objective energy-efficient flexible job shop scheduling
problem with machine breakdowns. To mitigate the impact of machine breakdowns, a …

A hybrid multi-objective evolutionary algorithm for solving an adaptive flexible job-shop rescheduling problem with real-time order acceptance and condition-based …

Y An, X Chen, K Gao, L Zhang, Y Li, Z Zhao - Expert systems with …, 2023 - Elsevier
Production scheduling and maintenance planning are two of the most important tasks in the
modern manufacturing workshop. Meanwhile, due to the dynamic order arrival and real-time …

A multi objective optimization approach for flexible job shop scheduling problem under random machine breakdown by evolutionary algorithms

E Ahmadi, M Zandieh, M Farrokh, SM Emami - Computers & operations …, 2016 - Elsevier
This paper addresses the stable scheduling of multi-objective problem in flexible job shop
scheduling with random machine breakdown. Recently, numerous studies are conducted …

Multiobjective flexible job shop scheduling using memetic algorithms

Y Yuan, H Xu - IEEE Transactions on Automation Science and …, 2013 - ieeexplore.ieee.org
In this paper, we propose new memetic algorithms (MAs) for the multiobjective flexible job
shop scheduling problem (MO-FJSP) with the objectives to minimize the makespan, total …

Multiobjective flexible job-shop rescheduling with new job insertion and machine preventive maintenance

Y An, X Chen, K Gao, Y Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In the actual production, the insertion of new job and machine preventive maintenance (PM)
are very common phenomena. Under these situations, a flexible job-shop rescheduling …

Recent research trends in genetic algorithm based flexible job shop scheduling problems

MK Amjad, SI Butt, R Kousar, R Ahmad… - Mathematical …, 2018 - Wiley Online Library
Flexible Job Shop Scheduling Problem (FJSSP) is an extension of the classical Job Shop
Scheduling Problem (JSSP). The FJSSP is known to be NP‐hard problem with regard to …