Advanced Optimization and Decision-Making Techniques in Textile Manufacturing
eBook - ePub

Advanced Optimization and Decision-Making Techniques in Textile Manufacturing

  1. 302 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Advanced Optimization and Decision-Making Techniques in Textile Manufacturing

About this book

Optimization and decision making are integral parts of any manufacturing process and management system. The objective of this book is to demonstrate the confluence of theory and applications of various types of multi-criteria decision making and optimization techniques with reference to textile manufacturing and management. Divided into twelve chapters, it discusses various multi-criteria decision-making methods such as AHP, TOPSIS, ELECTRE, and optimization techniques like linear programming, fuzzy linear programming, quadratic programming, in textile domain. Multi-objective optimization problems have been dealt with two approaches, namely desirability function and evolutionary algorithm.

Key Features

  • Exclusive title covering textiles and soft computing fields including optimization and decision making

  • Discusses concepts of traditional and non-traditional optimization methods with textile examples

  • Explores pertinent single-objective and multi-objective optimizations

  • Provides MATLAB coding in the Appendix to solve various types of multi-criteria decision making and optimization problems

  • Includes examples and case studies related to textile engineering and management

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Table of contents

  1. Cover
  2. Half Title
  3. Title Page
  4. Copyright Page
  5. Contents
  6. Preface
  7. About the Authors
  8. 1. Introduction to Decision-Making and Optimization Techniques
  9. 2. Analytic Hierarchy Process
  10. 3. Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS)
  11. 4. Elimination and Choice Translating Reality (ELECTRE)
  12. 5. Graph Theory and Matrix Approach of Decision-Making
  13. 6. Linear Programming
  14. 7. Fuzzy Linear Programming
  15. 8. Quadratic Programming
  16. 9. Genetic Algorithm
  17. 10. Particle Swarm Optimization
  18. 11. Simulated Annealing
  19. 12. Multiobjective Optimization
  20. Index

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Yes, you can access Advanced Optimization and Decision-Making Techniques in Textile Manufacturing by Anindya Ghosh,Prithwiraj Mal,Abhijit Majumdar in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Industrial Engineering. We have over one million books available in our catalogue for you to explore.