1st Edition

Computational Intelligence In Manufacturing Handbook




ISBN 9780849305924
Published December 27, 2000 by CRC Press
576 Pages

USD $270.00

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Book Description

Despite the large volume of publications devoted to neural networks, fuzzy logic, and evolutionary programming, few address the applications of computational intelligence in design and manufacturing. Computational Intelligence in Manufacturing Handbook fills this void as it covers the most recent advances in this area and state-of-the-art applications.
This comprehensive handbook contains an excellent balance of tutorials and new results, that allows you to:

  • obtain current information
  • understand technical details
  • assess research potentials, and
  • define future directions of the field

    Manufacturing applications play a leading role in progress, and this handbook gives you a ready reference to guide you easily through these developments.
  • Table of Contents

    OVERVIEW
    Computational Intelligence for Manufacturing, D.T. Pham and P.T.N. Pham
    Neural Network Applications in Intelligent Manufacturing: An Updated Survey, Jun Wang, Wai Sum Tang, and Catherine Roze
    MANUFACTURING SYSTEM MODELING AND DESIGN
    Holonic Metamorphic Architectures for Manufacturing: Identifying Holonic Structures in Multi-Agent Systems by Fuzzy Modeling, Michaela Ulieru, Dan Stefanoiu, and Douglas Norrie
    MANUFACTURING SYSTEM MODELING AND DESIGN
    Neural Network Applications for Group Technology and Cellular Manufacturing, Nallan C. Suresh
    Application of Fuzzy Set Theory in Flexible Manufacturing System Design, A. Kazerooni, K. Abhary, L.H.S. Luong, and F.T.S. Chan
    Genetic Algorithms in Manufacturing System Design, L.H.S. Luong, M. Kazerooni, and K. Abhary
    Intelligent Design Retrieving Systems Using Neural Networks, C.Alec Chang and Chieh-Yuan Tsai
    PROCESS PLANNING AND SCHEDULING
    Soft Computing for Optimal Planning and Sequencing of Parallel Machining Operations, Yuan-Shin Lee, Nan-Chieh Chiu, and Shu-Cherng Fang
    Application of Genetic Algorithms and Simulated Annealing in Process Planning Optimization, Y.F. Zhang and A.Y.C. Nee
    Production Planning and Scheduling Using Genetic Algorithms, Runwei Cheng and Mitsuo Gen
    MANUFACTURING PROCESS MONITORING AND CONTROL
    Neural Network Predictive Process Models: Three Diverse Manufacturing Applications, Sarah S.Y. Lam and Alice E. Smith
    Neural Network Applications to Manufacturing Processes: Monitoring and Control, Hyung Suck Cho
    Computational Intelligence in Microelectronics Manufacturing, Gary S. May
    Monitoring and Diagnosing Manufacturing Processes Using Fuzzy Set Theory, R. Du and Yangsheng Xu
    Fuzzy Neural Network and Wavelet for Tool Condition Monitoring, Xiaoli Li
    QUALITY ASSURANCE AND FAULT DIAGNOSIS
    Neural Networks and Neural-Fuzzy Approaches in an In-Process Surface Roughness Recognition System for End Milling Operations, Joseph C. Chen
    Intelligent Quality Controllers for On-Line Parameter Design, Ratna Babu Chinnam
    A Hybrid Neural Fuzzy System for Statistical Process Control, Shing I. Chang
    RClass: A Prototype Rough-Set and Genetic Algorithms Enhanced Multi-Concept Classification System for Manufacturing Diagnosis, Li-Pheng Khoo and Lian-Yin Zhai

    ...
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    Editor(s)

    Biography

    Wang\, Jun; Kusiak\, Andrew