Tài liệu Computational Intelligence In Manufacturing Handbook P17 doc

... training process). TABLE 17.3 MLP Neural Network Training Scheme Training algorithm Backpropagation Starting learning rate ( η ) 0.1 Learning adaptation rate –10% (reduction) Minimum learning ... This involves dividing the data set into S mutually exclu- sive subsets, using S – 1 subsets for training the network (as discussed in Section 17.2.1.2) and the remaining subset for testing, ... Ch...

Ngày tải lên: 13/12/2013, 01:15

... rule in the original data set. This index can be viewed as the probability of classifying an inconsistent training data set correctly. For each certain rule extracted from the certain training ... for Manufacturing Diagnosis" Computational Intelligence in Manufacturing Handbook Edited by Jun Wang et al Boca Raton: CRC Press LLC,2001 ©2001 CRC Press LLC The GA-based search e...

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... May, Gary S. " ;Computational Intelligence in Microelectronics Manufacturing& quot; Computational Intelligence in Manufacturing Handbook Edited by Jun Wang et al Boca Raton: ... The Role of Computational Intelligence Recently, the use of computational intelligence in various manufacturing applications has dramatically increased, and semiconductor manufacturin...

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... moving-window sample method is chosen, except that ARL values of the designs using the moving-window sample method are in general smaller than those using the independent method, considering ... method. Applying the neural fuzzy method in SPC makes the pursuit of automation in quality engineering a possibility. More research in this direction is needed as manufacturing and service i...

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... Networks and Neural-Fuzzy Approaches in an In- Process Surface Roughness Recognition System for End Milling Operations" Computational Intelligence in Manufacturing Handbook Edited by Jun Wang et ... before or during machining. The primary objective was to train the fuzzy system by generating fuzzy rules from input–output pairs, and combining these generated and linguistic r...

Ngày tải lên: 13/12/2013, 01:15

... most manufacturing systems are fast converting to fully automated environments such as computer integrated manufacturing (CIM) and flexible manufacturing systems (FMS). However, many manufacturing ... spindle current. 2. Both spindle and feed current increase as the depth of cut increases. Moreover, feed current increases almost linearly as the depth of cut increases, while spindle cur...

Ngày tải lên: 13/12/2013, 01:15