Computational intelligence in manufacturing handbook / edited by Jun Wang and Andrew Kusiak.

Computational intelligence in manufacturing handbook /

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Bibliographic Details
Other Authors: Wang, Jun (Jun Li Jim), Kusiak, Andrew
Format: Electronic eBook
Language:English
Published: Boca Raton, FL : CRC Press, 2001.
Series:Advanced topics in mechanical engineering series.
Subjects:
Computational intelligence > Industrial applications.
Manufacturing processes > Automation.
Production management > Data processing.
Online Access: Full text (WIT users only)
Table of Contents:
  • part Part I: Overview
  • chapter 1 Computational Intelligence for Manufacturing
  • chapter 2 Neural Network Applications in Intelligent Manufacturing: An Updated Survey
  • chapter 3 Holonic Metamorphic Architectures for Manufacturing: Identifying Holonic Identifying Holonic Structures in Multiagent Systems by Fuzzy Modeling
  • part Part II: Manufacturing System Modeling and Design
  • chapter 4 Neural Network Applications for Group Technology and Cellular Manufacturing
  • chapter 5 Application of Fuzzy Set Theory in Flexible Manufacturing System Design
  • chapter 6 Genetic Algorithms in Manufacturing System Design
  • chapter 7 Intelligent Design Retrieving Systems Using Neural Networks
  • part Part III: Process Planning and Scheduling
  • chapter 8 Soft Computing for Optimal Planning and Sequencing of Paralleg Machining Operations
  • chapter 9 Application of Genetic Algorithms and Simulated Annealing in Process Planning Optimization / Y. F. Zhang · A. Y. C. Nee
  • chapter 10 Production Planning and Scheduling Using Genetic Algorithms / Runwei Cheng · Mitsuo Gen
  • part Part IV: Manufacturing Process Monitoring and Control
  • chapter 11 Neural Network Predictive Process Models: Three Diverse Manufacturing Applications / Sarah S. Y. Lam · Alice E. Smith
  • chapter 12 Neural Network Applications to Manufacturing Processes: Monitoring and Control / Hyung Suck Cho
  • chapter 13 Computational Intelligence in Microelectronics Manufacturing / Gary S. May
  • chapter 14 Monitoring and Diagnosing Manufacturing Processes Using Fuzzy Set Theory / R. Du · Yangsheng Xu
  • chapter 15 Fuzzy Neural Network and Wavelet for Tool Condition Monitoring / Xiaoli Li
  • part Part V: Quality Assurance and Fault Diagnosis
  • chapter 16 Neural Networks and Neural-Fuzzy Approaches in an In-Process Surface Roughness Recognition System for End Milling Operations / Joseph C. Chen
  • chapter 17 Intelligent Quality Controllers for On-Line Parameter Design / Ratna Babu Chinnam
  • chapter 18 A Hybrid Neural Fuzzy System for Statistical Process Control / Shing I Chang
  • chapter 19 RClass*: A Prototype Rough-Set and Genetic Algorithms Enhanced Multi-Concept Classification System for Manufacturing Diagnosis / Li-Pheng Khoo · Lian-Yin Zhai.

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