Computational Intelligence in Manufacturing Handbook

ISBN-13: 9780849305924 / Angielski / Twarda / 2000 / 576 str.

Jun Wang; Andrew Kusiak

Opis

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.

Spis treści

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

O autorze

Wang\, Jun; Kusiak\, Andrew