Handbook of computational intelligence in manufacturing and production management
Title:
Handbook of computational intelligence in manufacturing and production management
Author:
Laha, Dipak.
ISBN:
9781599045849
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2008.
Physical Description:
electronic texts (xxiii, 491 p. : ill.) : digital files.
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.
Abstract:
"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 professionals in fields such as operations and production management, web engineering, artificial intelligence, and information resources management"--Provided by publisher.
Added Corporate Author:
Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59904-582-5