Download Computational Intelligence in Manufacturing Handbook (The by Jun Wang, Andrew Kusiak PDF

By Jun Wang, Andrew Kusiak

Regardless of the big quantity of courses dedicated to neural networks, fuzzy common sense, and evolutionary programming, few deal with the functions of computational intelligence in layout and production. Computational Intelligence in production Handbook fills this void because it covers the latest advances during this zone and cutting-edge purposes. This finished instruction manual comprises a good stability of tutorials and new effects, that permits you to

  • receive present information
  • comprehend technical details
  • verify examine potentials, and
  • outline destiny instructions of the field
  • Manufacturing functions play a number one position in growth, and this instruction manual grants a prepared connection with advisor you simply via those advancements.

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    Kiang et al. [11] used the self-organizing map (SOM) network for part-family grouping according to the operation sequence. An operation sequence based similarity coefficient matrix developed by the authors was constructed and used as the input to the SOM network, which clustered the parts into different families subsequently. The performance of the SOM network approach was compared with two other clustering techniques, the k-th nearest neighbor (KNN) and the single linkage (SLINK) clustering methods for problems varying from 19 to 200 parts.

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