activity
20102014
most citedApplication of Visual Clustering Properties of Self Organizing Map in Machine-part Cell Formation

49 citations · 90 across the 9 of their papers we have counts for

collaborators

9 papers

cs.NE2014★ 8 cited

An effective AHP-based metaheuristic approach to solve supplier selection problem

Tamal Ghosh, Tanmoy Chakraborty, Pranab K Dan

The supplier selection problem is based on electing the best supplier from a group of pre-specified candidates, is identified as a Multi Criteria Decision Making (MCDM), is proport…

cs.CE2012★ 1 cited

An Effective Machine-Part Grouping Algorithm to Construct Manufacturing Cells

Tamal Ghosh, Pranab K Dan

The machine-part cell formation problem consists of creating machine cells and their corresponding part families with the objective of minimizing the inter-cell and intra-cell move…

cs.LG2012★ 1 cited

Hybrid Fuzzy-ART based K-Means Clustering Methodology to Cellular Manufacturing Using Operational Time

Sourav Sengupta, Tamal Ghosh, Pranab K Dan +1

This paper presents a new hybrid Fuzzy-ART based K-Means Clustering technique to solve the part machine grouping problem in cellular manufacturing systems considering operational t…

cs.CE2012

Modelling of Optimal Design of Manufacturing Cell Layout Considering Material Flow and Closeness Rating Factors

T. Ghosh, P. K. Dan

Developing a group of machine cells and their corresponding part families to minimize the inter-cell and intra-cell material flow is the basic objective of the designing of a cellu…

nlin.AO2012★ 13 cited

Principal component analysis and self organizing map for visual clustering of machine-part cell formation in cellular manufacturing system

Manojit Chattopadhyay, Pranab K. Dan, Sitanath Majumdar

The present paper attempts to generate visual clustering and data extraction of cell formation problem using both principal component analysis (PCA) and self organizing map (SOM) f…

nlin.AO2012★ 49 cited

Application of Visual Clustering Properties of Self Organizing Map in Machine-part Cell Formation

Manojit Chattopadhyay, Pranab K. Dan, Sitanath Majumdar

Cellular manufacturing (CM) is an approach that includes both flexibility of job shops and high production rate of flow lines. Although CM provides many benefits in reducing throug…