A review on artificial intelligence applications to the optimal design of dedicated and reconfigurable manufacturing systems

C Renzi, F Leali, M Cavazzuti, AO Andrisano - The International Journal of …, 2014 - Springer
Reconfigurable manufacturing systems (RMS) are considered the future of manufacturing,
being able to overcome both dedicated (DMS) and flexible manufacturing systems (FMS). In …

Meta-heuristics in cellular manufacturing: A state-of-the-art review

T Ghosh, S Sengupta… - International Journal of …, 2011 - growingscience.com
Meta-heuristic approaches are general algorithmic framework, often nature-inspired and
designed to solve NP-complete optimization problems in cellular manufacturing systems …

An ant colony optimization metaheuristic for machine–part cell formation problems

X Li, MF Baki, YP Aneja - Computers & Operations Research, 2010 - Elsevier
In this paper we propose an ant colony optimization metaheuristic (ACO-CF) to solve the
machine–part cell formation problem. ACO-CF is a MAX–MIN ant system, which is …

Nature inspired algorithms to optimize robot workcell layouts

ZY Lim, SG Ponnambalam, K Izui - Applied Soft Computing, 2016 - Elsevier
Multi-objective layout optimization methods for the conceptual design of robot cellular
manufacturing systems are proposed in this paper. Robot cellular manufacturing systems …

Neuro-genetic impact on cell formation methods of Cellular Manufacturing System design: A quantitative review and analysis

M Chattopadhyay, S Sengupta, T Ghosh… - Computers & Industrial …, 2013 - Elsevier
This paper presents a quantitative review of the influence and the impact of the two major
soft computing approaches, Artificial Neural Network and Genetic Algorithm on cell …

Genetic rule based techniques in cellular manufacturing (1992-2010): a systematic survey

T Ghosh, P Dan, S Sengupta… - International Journal of …, 2010 - ajol.info
Genetic algorithm is believed to be the most robust unbiased stochastic search algorithm for
sampling a large solution space. Considering the steady convergence framework of genetic …

Optimal design and scheduling of cellular manufacturing systems: An experimental study

SA Fahmy - 2016 IEEE International Conference on Systems …, 2016 - ieeexplore.ieee.org
Designing and controlling cellular manufacturing systems (CMS) constitute tactical and
operational decisions that include cell formation (CF), group layout (GL), and group …

A review on application of genetic algorithms in cellular manufacturing systems

B Chaudhuri, RK Jana… - International Journal …, 2021 - inderscienceonline.com
This study provides a systematic and integrated review of articles, puts into perspective, the
conceptualisation and various critical parameters for research on the application of genetic …

Volume sensitivity analysis for manufacturing cells: A genetic algorithm approach

R RAJAGOPALAN, DJ FONSECA - Journal of Advanced …, 2005 - World Scientific
The machine cell formation is the first major step in the design of Cellular Manufacturing
Systems (CMS). Several production data such as production volume, operation sequences …

Cell formation problem-A Lagrangean relaxation to mathematical programming approach and a linear performance measure

T Kattan - 2007 - scholar.uwindsor.ca
Two topics in the part-machine cell formation problem are discussed: In the first part, a
Lagrangean relaxation in a mathematical programming model is proposed to …