Incremental supervised learning of cutting conditions using the fuzzy ARTMAP neural network

CIRP Annals - Manufacturing Technology

Volumn 49, Issue 1, 2000, Pages 375-378

  Park, Myon Woong ^a   Park, Byoung Tae ^b   Rho, Hyung Min ^a   Kim, Sheung Kown ^b  

^a Korea Institute of Science and Technology   (South Korea)

^b Korea University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

CUTTING; FUZZY SETS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; REGRESSION ANALYSIS;

COMPUTER AIDED PROCESS PLANNING (CAPP); SUPERVISED LEARNING;

COMPUTER AIDED MANUFACTURING;

EID: 0033685765     PISSN: 00078506     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0007-8506(07)62968-0     Document Type: Article

References (6)

1. ElMaragy, H., 1993, Evolution and Future Perspectives of CAPP, Annals of the CIRP. 42/2:739-751.
2. Van Houten, M. and Van't Erve, H., 1989, PART:A CAPP System with a Flexible Architecture, Proc. of CIRP Int. Work Shop on CAPP, 57-69.
3. Park, M , Rho, H. and Park, B., 1996, Generation of Modified Cutting Condition Using Neural Network for an Operation Planning System, Annals of the CIRP, 45/1:475-478.
4. Carpenter, A., et. al.., 1992, Fuzzy ARTMAP: A Neural Network Architecture for Incremental Supervised Learning of Analog Multidimensional Maps, IEEE Transactions on Neural Networks, 3/5:698-713.
5. Machinability Data Center, 1986, Machining Data Handbook. Metcut Research Associates Inc..
6. Tolouei-Rad, M. and Bidhendi, I., 1997, On the Optimization of Machining Parameters for Milling Operations, Int. J. Mach. Tools. Manufact., 37/1:1-16.