Creator of Knowledge
Information Resources Management Association
Advancing the Concepts & Practices of Information Resources Management in Modern Organizations

Application of Soft-Computing Methods in Cellular Manufacturing

Application of Soft-Computing Methods in Cellular Manufacturing
View Sample PDF
Author(s): Pranab K. Dan (West Bengal University of Technology, India), Tamal Ghosh (West Bengal University of Technology, India) and Sourav Sengupta (West Bengal University of Technology, India)
Copyright: 2012
Pages: 43
Source title: Computational Methods for Optimizing Manufacturing Technology: Models and Techniques
Source Author(s)/Editor(s): J. Paulo Davim (University of Aveiro, Portugal)
DOI: 10.4018/978-1-4666-0128-4.ch001


View Application of Soft-Computing Methods in Cellular Manufacturing on the publisher's website for pricing and purchasing information.


The essential problem in Cellular Manufacturing System (CMS) is to identify the machine cells and subsequent part families with an aim to curtail the intercell and intracell traffic, known as Cell Formation Problem (CFP). This chapter portrays the need of soft-computing methods to model the CFP to attain enhanced solutions. The novelty of this chapter is in developing a hybrid state-of-the-art metaheuristic approach, namely SAHCF (Simulated Annealing Heuristic to Cell Formation), to solve the binary CFP, and further, a Fuzzy-ART based hybrid technique is framed to solve the generalized CFP using operational time. The proposed techniques are tested on the test datasets published in the past literature. Both the techniques are shown to outperform the published methods available in literature and attained enhanced results by exceeding the solution quality on the test problems. The originality of this study lies in designing simple and efficient methodologies to produce near optimal solutions for the shop-floor managers with minimum computing abilities and time.

Related Content

Fraj Naifar, Mariem Gzara, Taicir Loukil Moalla. © 2018. 19 pages.
Ayse Aycim Selam, Ercan Oztemel. © 2018. 23 pages.
Pauline Ong, Desmond Daniel Vui Sheng Chin, Choon Sin Ho, Chuan Huat Ng. © 2018. 14 pages.
Emek Gamze Köksoy Atiker, Fatma Betül Yeni, Peiman A. Sarvari, Emre Çevikcan. © 2018. 20 pages.
Peiman A. Sarvari, Fatma Betül Yeni, Emre Çevikcan. © 2018. 30 pages.
Onur Doğan. © 2018. 18 pages.
Ömer Faruk Yılmaz, Mehmet Bülent Durmuşoğlu. © 2018. 37 pages.
Body Bottom