A comprehensive review on NSGA-II for multi-objective combinatorial optimization problems

S Verma, M Pant, V Snasel - IEEE access, 2021 - ieeexplore.ieee.org
This paper provides an extensive review of the popular multi-objective optimization
algorithm NSGA-II for selected combinatorial optimization problems viz. assignment …

A comprehensive survey on NSGA-II for multi-objective optimization and applications

H Ma, Y Zhang, S Sun, T Liu, Y Shan - Artificial Intelligence Review, 2023 - Springer
In the last two decades, the fast and elitist non-dominated sorting genetic algorithm (NSGA-
II) has attracted extensive research interests, and it is still one of the hottest research …

Cellular manufacturing design 1996–2021: A review and introduction to applications of Industry 4.0

R YounesSinaki, A Sadeghi, H Mosadegh… - … Journal of Production …, 2023 - Taylor & Francis
As globalisation and competition grow rapidly, adopting a flexible manufacturing philosophy
becomes more critical for manufacturers. Cellular Manufacturing System (CMS) is among …

Production scheduling optimization for parallel machines subject to physical distancing due to COVID-19 pandemic

MR Bazargan-Lari, S Taghipour, A Zaretalab… - Operations Management …, 2022 - Springer
This paper, for the first time, presents a production scheduling model for a production line
considering physical distancing between the machines' workforces. The production …

A mathematical model to design dynamic cellular manufacturing systems in multiple plants with production planning and location–allocation decisions

S Shafiee-Gol, R Kia, M Kazemi… - Soft Computing, 2021 - Springer
In this research, a mixed-integer nonlinear programming model is formulated to design
cellular manufacturing systems (CMSs) in multiple plants in a dynamic condition. The …

Cell production system design: a literature review

JG Nahr, M Bathaee, A Mazloumzadeh… - International Journal of …, 2021 - ijimes.ir
Purpose In a cell production system, a number of machines that differ in function are housed
in the same cell. The task of these cells is to complete operations on similar parts that are in …

Designing Sustainable Flexible Manufacturing Cells with Multi-Objective Optimization Models

E Bozoklar, E Yılmaz - Applied Sciences, 2023 - mdpi.com
Having sustainable and flexible features is crucial for manufacturing companies considering
the increasing competition in the globalized world. This study considers three aspects of …

Multiobjective lot sizing and scheduling of multiproduct switching production in the process industry considering uncertain market information under mass …

Q Tang, Y Wang - IEEE Access, 2022 - ieeexplore.ieee.org
With the gradual diversification of customer demand, to improve the rapid response ability of
enterprises, this paper fully considers uncertain market information under the background of …

[HTML][HTML] Dynamic effect web generation for heterogeneous UAV cluster using DQN-based NSGA-II: Methods and applications

CHI Pei, LIU Chen, Z Jiang, WU Kun… - Chinese Journal of …, 2024 - Elsevier
Abstract Effect web will be an important combat means to achieve accurate, efficient, agile
and reliable destruction of enemy targets. The use of Unmanned Aerial Vehicles (UAV) …

An approach for optimising the fixturing configuration in flexible machining fixtures

X Li, Y Yang, L Li, Y Shi, G Zhao, N He… - International Journal of …, 2021 - Taylor & Francis
Optimal fixture configuration is critical to minimise the machining distortion of the workpiece.
This study presented an approach for optimisation of fixturing configuration in flexible …