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Handbook of computational intelligence in manufacturing and production management [electronic resource] / Dipak Laha, Purnendu Mandal [editors].

Contributor(s): Publication details: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2008.Description: electronic texts (xxiii, 491 p. : ill.) : digital filesISBN:
  • 9781599045849 (PDF)
  • 1599045842 (ebook)
Subject(s): Genre/Form: Additional physical formats: No titleDDC classification:
  • 658.5 22
LOC classification:
  • TS155.6 .H357 2008e
Online resources: Available additional physical forms:
  • Also available in print.
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.
Item type: eBooks
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Includes bibliographical references and index.

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.

Restricted to subscribers or individual electronic text purchasers.

"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.

Also available in print.

Mode of access: World Wide Web.

Title from PDF t.p. (viewed on June 29, 2010).

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