Fuzzy Multiple Objective Decision Making

Fuzzy Multiple Objective Decision Making

by Gwo-Hshiung Tzeng, Jih-Jeng Huang
Released April 2016
Publisher(s): Chapman and Hall/CRC
ISBN: 9781466554627

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Book description

Multi-objective programming (MOP) can simultaneously optimize multi-objectives in mathematical programming models, but the optimization of multi-objectives triggers the issue of Pareto solutions and complicates the derived answers. To address these problems, researchers often incorporate the concepts of fuzzy sets and evolutionary algorithms into MOP models.

Focusing on the methodologies and applications of this field, Fuzzy Multiple Objective Decision Making presents mathematical tools for complex decision making. The first part of the book introduces the most popular methods used to calculate the solution of MOP in the field of multiple objective decision making (MODM). The authors describe multi-objective evolutionary algorithms; expand de novo programming to changeable spaces, such as decision and objective spaces; and cover network data envelopment analysis. The second part focuses on various applications, giving readers a practical, in-depth understanding of MODM.

A follow-up to the authors’ Multiple Attribute Decision Making: Methods and Applications, this book guides practitioners in using MODM methods to make effective decisions. It also extends students’ knowledge of the methods and provides researchers with the foundation to publish papers in operations research and management science journals.

Table of contents

  1. Front Cover (1/2)
  2. Front Cover (2/2)
  3. Contents (1/2)
  4. Contents (2/2)
  5. Preface
  6. Biographical Note
  7. Chapter 1 - Introduction (1/4)
  8. Chapter 1 - Introduction (2/4)
  9. Chapter 1 - Introduction (3/4)
  10. Chapter 1 - Introduction (4/4)
  11. Chapter 2 - Multi-Objective Evolutionary Algorithms (1/2)
  12. Chapter 2 - Multi-Objective Evolutionary Algorithms (2/2)
  13. Chapter 3 - Goal Programming (1/3)
  14. Chapter 3 - Goal Programming (2/3)
  15. Chapter 3 - Goal Programming (3/3)
  16. Chapter 4 - Compromise Solution and TOPSIS (1/2)
  17. Chapter 4 - Compromise Solution and TOPSIS (2/2)
  18. Chapter 5 - De Novo Programming and Changeable Parameters (1/4)
  19. Chapter 5 - De Novo Programming and Changeable Parameters (2/4)
  20. Chapter 5 - De Novo Programming and Changeable Parameters (3/4)
  21. Chapter 5 - De Novo Programming and Changeable Parameters (4/4)
  22. Chapter 6 - Multi-Stage Programming (1/2)
  23. Chapter 6 - Multi-Stage Programming (2/2)
  24. Chapter 7 - Multi-Level Multi-Objective Programming (1/2)
  25. Chapter 7 - Multi-Level Multi-Objective Programming (2/2)
  26. Chapter 8 - Data Envelopment Analysis (1/4)
  27. Chapter 8 - Data Envelopment Analysis (2/4)
  28. Chapter 8 - Data Envelopment Analysis (3/4)
  29. Chapter 8 - Data Envelopment Analysis (4/4)
  30. Chapter 9 - Motivation and Resource Allocation for Strategic Alliances through the De Novo Perspective (1/3)
  31. Chapter 9 - Motivation and Resource Allocation for Strategic Alliances through the De Novo Perspective (2/3)
  32. Chapter 9 - Motivation and Resource Allocation for Strategic Alliances through the De Novo Perspective (3/3)
  33. Chapter 10 - Choosing Best Alliance Partners and Allocating Optimal Alliance Resources Using Fuzzy Multi-Objective Dummy Programming Model (1/3)
  34. Chapter 10 - Choosing Best Alliance Partners and Allocating Optimal Alliance Resources Using Fuzzy Multi-Objective Dummy Programming Model (2/3)
  35. Chapter 10 - Choosing Best Alliance Partners and Allocating Optimal Alliance Resources Using Fuzzy Multi-Objective Dummy Programming Model (3/3)
  36. Chapter 11 - Multiple Objective Planning for Supply Chain Production and Distribution Model: Bicycle Manufacturer (1/4)
  37. Chapter 11 - Multiple Objective Planning for Supply Chain Production and Distribution Model: Bicycle Manufacturer (2/4)
  38. Chapter 11 - Multiple Objective Planning for Supply Chain Production and Distribution Model: Bicycle Manufacturer (3/4)
  39. Chapter 11 - Multiple Objective Planning for Supply Chain Production and Distribution Model: Bicycle Manufacturer (4/4)
  40. Chapter 12 - Fuzzy Interdependent Multi-Objective Programming (1/4)
  41. Chapter 12 - Fuzzy Interdependent Multi-Objective Programming (2/4)
  42. Chapter 12 - Fuzzy Interdependent Multi-Objective Programming (3/4)
  43. Chapter 12 - Fuzzy Interdependent Multi-Objective Programming (4/4)
  44. Chapter 13 - Novel Algorithm for Uncertain Portfolio Selection (1/2)
  45. Chapter 13 - Novel Algorithm for Uncertain Portfolio Selection (2/2)
  46. Chapter 14 - Multi-Objective Optimal Planning for Designing Relief Delivery Systems (1/4)
  47. Chapter 14 - Multi-Objective Optimal Planning for Designing Relief Delivery Systems (2/4)
  48. Chapter 14 - Multi-Objective Optimal Planning for Designing Relief Delivery Systems (3/4)
  49. Chapter 14 - Multi-Objective Optimal Planning for Designing Relief Delivery Systems (4/4)
  50. Chapter 15 - Comparative Productivity Efficiency for Global Telecoms (1/6)
  51. Chapter 15 - Comparative Productivity Efficiency for Global Telecoms (2/6)
  52. Chapter 15 - Comparative Productivity Efficiency for Global Telecoms (3/6)
  53. Chapter 15 - Comparative Productivity Efficiency for Global Telecoms (4/6)
  54. Chapter 15 - Comparative Productivity Efficiency for Global Telecoms (5/6)
  55. Chapter 15 - Comparative Productivity Efficiency for Global Telecoms (6/6)
  56. Chapter 16 - Fuzzy Multiple Objective Programming in Interval Piecewise Regression Model (1/2)
  57. Chapter 16 - Fuzzy Multiple Objective Programming in Interval Piecewise Regression Model (2/2)
  58. Bibliography (1/8)
  59. Bibliography (2/8)
  60. Bibliography (3/8)
  61. Bibliography (4/8)
  62. Bibliography (5/8)
  63. Bibliography (6/8)
  64. Bibliography (7/8)
  65. Bibliography (8/8)
  66. Notes (1/8)
  67. Notes (2/8)
  68. Notes (3/8)
  69. Notes (4/8)
  70. Notes (5/8)
  71. Notes (6/8)
  72. Notes (7/8)
  73. Notes (8/8)
  74. Back Cover

Product information

  • Title: Fuzzy Multiple Objective Decision Making
  • Author(s): Gwo-Hshiung Tzeng, Jih-Jeng Huang
  • Release date: April 2016
  • Publisher(s): Chapman and Hall/CRC
  • ISBN: 9781466554627