Handbook of computational intelligence in manufacturing and production management

• Corporate Author: IGI Global.
• Other Authors: Laha, Dipak., Mandal, Purnendu.
• Format: Electronic
• Language: English
• Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2008.
• Subjects: Production management > Technological innovations.; Computational intelligence.; AI-based random search optimization approach; Analytical hierarchal processes; Computational intelligence in financial functions; Condition monitoring using computational intelligence; Data mining applications to manufacturing; Demand forecasting of short-life-span products; Dynamic web technology support of e-business; Dynamics supply networks; Enterprise resource planning systems; Evolutionary computing; Fuzzy set processes; Heuristic and metaheuristic development; Independent component analysis; Integrated manufacturing applications; Intelligent laser scanning; Management decision making; Supply chain behavior; Swarm intelligence; System archetypes modeling; Web-based decision support systems
• Online Access: View fulltext via EzAccess

"This book focuses on new developments in computational intelligence in areas such as forecasting, scheduling, production planning, inventory control, and aggregate planning, among others. It provides cutting-edge knowledge on information technology developments for both researchers and profess...

Table of Contents:

• I. Heuristics and metaheuristics for solving scheduling problems / Dipak Laha
• 2. Solving machine loading problem of FMS : an artificial intelligence (AI) based random search optimization approach / Anoop Prakash ... [et al.]
• 3. Computational intelligence in the financial functions of industrial firms / Petros Theodorou, Dimitrios Karyampas
• 4. Fuzzy sets and analytical hierarchical process for manufacturing process choice / M. Abdi
• 5. Computational intelligence approach on a deterministic production - inventory control model with shortages / Supriyo Roy, S. Mukhopadhyay, P.P. Sengupta
• 6. Condition monitoring using computational intelligence / Tshilidzi Marwala, Christina Busisiwe Vilakazi
• 7. Demand forecasting of short life span products : issues, challenges, and use of soft computing techniques / Narendra Chaudhari, Xue-Ming Yuan
• 8. Introduction to data mining and its applications to manufacturing / Jose Montero
• 9. Evolutionary computing in engineering design / Rajkumar Roy ... [et al.]
• 10. Towards a methodology for monitoring and analyzing the supply chain behavior / Reinaldo Moraga, Luis Rabelo, Alfonso Sarmiento
• 11. Decision support system for project selection / Prasanta Dey
• 12. Modeling and coordination of dynamic supply networks / Petr Fiala
• 13. Modeling with system archetypes : a case study / Mahendran Maliapen
• 14. Integrated Manufacturing Applications and Management Decision Making : putting the P back into ERP / Fergal Carton, Frederic Adam
• 15. Planning and deployment of dynamic web technologies for supporting e-business / John Hines
• 16. Web-based decision support system : concept and issues / Rajib Goswami, Pankaj Barua
• 17. Independent component analysis and its applications to manufacturing problems / Xian-Chuan Yu ... [et al.]
• 18. Swarm intelligence in production management and engineering / Swagatam Das, Amit Konar
• 19. Artificial neural network and metaheuristic strategies : emerging tools for metal cutting process optimization / Indrajit Mukherjee, Pradip Ray
• 20. Intelligent laser scanning of 3D surfaces using optical camera data / A. Denby ... [et al.]
• 21. Using data mining for forecasting data management needs / Qingyu Zhang, Richard Segall
• 22. Supply network planning models using enterprise resource planning systems / Sundar Srinivasan, Scott Grasman
• 23. Modeling and analysis for production performance : analysis of U.S. manufacturing companies / Purnendu Mandal, Enrique Venta.