Tài liệu Computational Intelligence In Manufacturing Handbook P19 doc

... approximations, during which the training data set is split into certain training data set and possible training data set. Subsequently, these training sets are forwarded to the GA-based search engine for ... 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...

Ngày tải lên: 13/12/2013, 01:15

... 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, ... Plasma Etching Process Modeling and On-Line Parameter Design 17.5 Conclusion 17.1 Introduction Besides aggressively innovating and incorporating new materials and technologies into practical...

Ngày tải lên: 13/12/2013, 01:15

... )         == ∑∑ 1 1 1 11 α α vij ukixki uki r k N r k N , ,, , () = ()() () = = ∑ ∑ 1 1 Du, R. et al "Monitoring and Diagnosing Manufacturing Processes Using Fuzzy Set Theory" Computational Intelligence in Manufacturing Handbook Edited by Jun Wang et al Boca ... Monitoring and Diagnosing Manufacturing Processes Using Fuzzy Sets 14.3.1 Using Fuzzy Systems to De...

Ngày tải lên: 13/12/2013, 01:15

... With permission. May, Gary S. " ;Computational Intelligence in Microelectronics Manufacturing& quot; Computational Intelligence in Manufacturing Handbook Edited by Jun Wang et al Boca Raton: CRC ... neurons, training tolerance, learning rate, and momentum. The network FIGURE 13.13 Contour plot of training error (in Å/min) vs. training tolerance and initial weight range (l...

Ngày tải lên: 13/12/2013, 01:16

... Network Applications in Intelligent Manufacturing: An Updated Survey 2.1 Introduction 2.2 Modeling and Design of Manufacturing Systems 2.3 Modeling, Planning, and Scheduling of Manufacturing Processes ... computing machines. Training a large network using a sequential machine can be time-consuming. Fortunately, training usually takes place off line, and the efficiency of tr...

Ngày tải lên: 25/01/2014, 13:20

... 463-482. Rzevski G., (1995), Artificial intelligence in engineering: past, present and future, Artificial Intelligence in Engineering X, Eds. Rzevski G., Adey R. A. and Tasso C., Computational Mechatronics, ... examples in the given set. A new approach to inductive learning, inductive logic programming , is a combination of induction and logic programming. Unlike conventional i...

Ngày tải lên: 25/01/2014, 13:20

... Chang, Shing I "A Hybrid Neural Fuzzy System for Statistical Process Control" Computational Intelligence in Manufacturing Handbook Edited by Jun Wang et al Boca ... cases where independent sampling is used. In fact, the design philosophy is the same when the moving-window sample method is chosen, except that ARL values of the designs using the moving-window sample ... wi...

Ngày tải lên: 13/12/2013, 01:15

... inspecting machined surfaces at fixed intervals. A surface profilometer containing a contact stylus is used in the manual inspection procedure. This procedure is both time-consuming and labor-intensive. ... laboratories in the state of Iowa (including Winnebago Co. in Forest City; Delavan Inc. in Des Moines; Sauer-Sundstrand Inc. in Ames), point to the feasibility of in- process surf...

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 ... cutting 100% Initial 87% Normal 85% Acceptable 90% Severe 95% Failure 100% Li, Xiaoli "Fuzzy Neural Network and Wavelet for Tool Condition Monitoring" Computational Intellige...

Ngày tải lên: 13/12/2013, 01:15

... The Role of Computational Intelligence Recently, the use of computational intelligence in various manufacturing applications has dramatically increased, and semiconductor manufacturing is no ... With permission. May, Gary S. " ;Computational Intelligence in Microelectronics Manufacturing& quot; Computational Intelligence in Manufacturing Handbook Edited by J...

Ngày tải lên: 25/12/2013, 19:15