An Improved Neural Network Model for Manufacturing Cell Formation

• Main Author: CHU, Chao-Hsien
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 1997
• Subjects: Neural networks; Unsupervised learning; Interactive activation and competitive learning; Cellular manufacturing; Computer Sciences; Management Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/1769; http://dx.doi.org/10.1016/S0167-9236(97)00015-8
• Institution: Singapore Management University

With structures inspired by the structure of the human brain and nervous system, neural networks provide a unique computational architecture for addressing problems that are difficult or impossible to solve with traditional methods. In this paper, an unsupervised neural network model, based upon the...