Computational Intelligence In Manufacturing Handbook: 1st Edition (Hardback) book cover

Computational Intelligence In Manufacturing Handbook

1st Edition

Edited by Jun Wang, Andrew Kusiak

CRC Press

576 pages

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Hardback: 9780849305924
pub: 2000-12-27
$255.00
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pub: 2000-12-27
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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

    About the Series

    Handbook Series for Mechanical Engineering

    Learn more…

    Subject Categories

    BISAC Subject Codes/Headings:
    TEC009000
    TECHNOLOGY & ENGINEERING / Engineering (General)
    TEC009060
    TECHNOLOGY & ENGINEERING / Industrial Engineering