Computational Intelligence In Manufacturing Handbook

TRAMA

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: oobtain current information ounderstand technical details oassess research potentials, and odefine 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.

SOMMARIO

OVERVIEWComputational Intelligence for Manufacturing, D.T. Pham and P.T.N. PhamNeural Network Applications in Intelligent Manufacturing: An Updated Survey, Jun Wang, Wai Sum Tang, and Catherine RozeMANUFACTURING SYSTEM MODELING AND DESIGNHolonic Metamorphic Architectures for Manufacturing: Identifying Holonic Structures in Multi-Agent Systems by Fuzzy Modeling, Michaela Ulieru, Dan Stefanoiu, and Douglas NorrieMANUFACTURING SYSTEM MODELING AND DESIGNNeural Network Applications for Group Technology and Cellular Manufacturing, Nallan C. SureshApplication of Fuzzy Set Theory in Flexible Manufacturing System Design, A. Kazerooni, K. Abhary, L.H.S. Luong, and F.T.S. ChanGenetic Algorithms in Manufacturing System Design, L.H.S. Luong, M. Kazerooni, and K. AbharyIntelligent Design Retrieving Systems Using Neural Networks, C.Alec Chang and Chieh-Yuan TsaiPROCESS PLANNING AND SCHEDULINGSoft Computing for Optimal Planning and Sequencing of Parallel Machining Operations, Yuan-Shin Lee, Nan-Chieh Chiu, and Shu-Cherng FangApplication of Genetic Algorithms and Simulated Annealing in Process Planning Optimization, Y.F. Zhang and A.Y.C. NeeProduction Planning and Scheduling Using Genetic Algorithms, Runwei Cheng and Mitsuo GenMANUFACTURING PROCESS MONITORING AND CONTROLNeural Network Predictive Process Models: Three Diverse Manufacturing Applications, Sarah S.Y. Lam and Alice E. SmithNeural Network Applications to Manufacturing Processes: Monitoring and Control, Hyung Suck ChoComputational Intelligence in Microelectronics Manufacturing, Gary S. MayMonitoring and Diagnosing Manufacturing Processes Using Fuzzy Set Theory, R. Du and Yangsheng XuFuzzy Neural Network and Wavelet for Tool Condition Monitoring, Xiaoli LiQUALITY ASSURANCE AND FAULT DIAGNOSISNeural Networks and Neural-Fuzzy Approaches in an In-Process Surface Roughness Recognition System for End Milling Operations, Joseph C. ChenIntelligent Quality Controllers for On-Line Parameter Design, Ratna Babu ChinnamA Hybrid Neural Fuzzy System for Statistical Process Control, Shing I. ChangRClass: A Prototype Rough-Set and Genetic Algorithms Enhanced Multi-Concept Classification System for Manufacturing Diagnosis, Li-Pheng Khoo and Lian-Yin Zhai

AUTORE

Wang\, Jun; Kusiak\, Andrew

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9780849305924
• Collana: Handbook Series for Mechanical Engineering
• Dimensioni: 10 x 7 in Ø 2.61 lb
• Formato: Copertina rigida
• Illustration Notes: 107 tables and 538 equations
• Pagine Arabe: 576