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Handbook of computational intelligence in manufacturing and production management

Author: Dipak Laha; Purnendu Mandal
Publisher: Hershey, PA : Information Science Reference, ©2008.
Series: IGI Global research collection.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
"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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Handbook of computational intelligence in manufacturing and production management.
Hershey, PA : Information Science Reference, ©2008
(DLC) 2007024485
(OCoLC)145396464
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Dipak Laha; Purnendu Mandal
ISBN: 9781599045849 1599045842 9781599045825 1599045826 1281037931 9781281037930
OCLC Number: 181535624
Description: 1 online resource (xxiii, 491 pages) : illustrations
Contents: Cover --
Table of Contents --
Detailed Table of Contents --
Foreword --
Preface --
Acknowledgment --
List of Reviewers --
Section I: Computational Intelligence Methodologies --
Chapter I: Heuristics and Metaheuristics for Solving Scheduling Problems --
Chapter II: Solving Machine Loading Problem of FMS: An Artificial Intelligence (AI) Based Random Search Optimization Approa --
Chapter III: Computational Intelligence in the Financial Functions of Industrial Firms --
Chapter IV: Fuzzy Sets and Analytical Hierarchical Process for Manufacturing Process Choice --
Chapter V: Computational Intelligence Approach on a Deterministic Production-Inventory Control Model with Shortages --
Chapter VI: Condition Monitoring Using Computational Intelligence --
Chapter VII: Demand Forecasting of Short Life Span Products: Issues, Challenges, and Use of Soft Computing Techniques --
Chapter VIII: Introduction to Data Mining and its Applications to Manufacturing --
Chapter IX: Evolutionary Computing in Engineering Design --
Section II: Supply Chain and Decision Support Systems --
Chapter X: Towards a Methodology for Monitoring and Analyzing the Supply Chain Behavior --
Chapter XI: Decision Support System for Project Selection --
Chapter XII: Modeling and Coordination of Dynamic Supply Networks --
Chapter XIII: Modeling with System Archetypes: A Case Study --
Chapter XIV: Integrated Manufacturing Applications and Management Decision Making: Putting the P Back into ERP --
Chapter XV: Planning and Deployment of Dynamic Web Technologies for Supporting E-Business --
Chapter XVI: Web-Based Decision Support System: Concept and Issues --
Section III: Applications in Manufacturing and Production Management --
Chapter XVII: Independent Component Analysis and its Applications to Manufacturing Problems --
Chapter XVIII: Swarm Intelligence in Production Management and Engineering --
Chapter XIX: Artificial Neural Network and Metaheuristic Strategies: Emerging Tools for Metal Cutting Process Optimization --
Chapter XX: Intelligent Laser Scanning of 3D Surfaces Using Optical Camera Data --
Chapter XXI: Using Data Mining for Forecasting Data Management Needs --
Chapter XXII: Supply Network Planning Models Using Enterprise Resource Planning Systems --
Chapter XXIII: Modeling and Analysis for Production Performance: Analysis of U.S. Manufacturing Companies --
About the Contributors --
Index --
Last Page.
Series Title: IGI Global research collection.
Responsibility: Dipak Laha & Purnendu Mandal, [editors].

Abstract:

Discusses developments in computational intelligence in areas such as forecasting, scheduling, production planning, inventory control, and aggregate planning.  Read more...

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