Introduction Profile of Multiple Criterion Decision Making Historical Development of Multiple Attribute Decision Making Historical Development of Multiple Objective Decision Making Introduction to Fuzzy Sets Outline of the Book Concepts and Theory of Multi-Objective Decision Making Multi-Objective Evolutionary Algorithms Concepts of Genetic Algorithms GA Procedures Multi-Objective Evolutionary Algorithms (MOEAs) Goal Programming Goal Setting Weighted Goal Programming Lexicography Goal Programming Min-Max (Tchebycheff) Goal Programming Fuzzy Goal Programming Compromise Solution and TOPSIS Compromise Solutions TOPSIS for MODM Fuzzy Compromise Solutions and TOPSIS De Novo Programming and Changeable Parameters De Novo Programming De Novo Programming by Genetic Algorithms De Novo Programming by Compromise Solution Extensions of De Novo Programming MOP with Changeable Parameters Multi-Stage Programming Dynamic Programming Application of Multi-Stage Problem: Competence Sets Fuzzy Multi-Stage Multi-Objective Competence Set Multi-Level Multi-Objective Programming Bi-Level Programming Multiple Level Programming Fuzzy Programming for Multi-Level Multi-Objective Programming Data Envelopment Analysis Traditional DEA Network DEA Fuzzy Multi-Objective Programming (FMOP) to DEA Applications of Multi-Objective Decision Making Motivation and Resource Allocation for Strategic Alliances through the De Novo Perspective Motivations for Strategic Alliances Problems of Resource Allocation De Novo Perspective of Strategic Alliances Numerical Example Discussion Conclusions Choosing Best Alliance Partners and Allocating Optimal Alliance Resources Using Fuzzy Multi-Objective Dummy Programming Model Review of Strategic Alliances Fuzzy Multiple Objective Dummy Programming Numerical Example Discussion Conclusions Multiple-Objective Planning for Supply Chain Production and Distribution Model: Bicycle Manufacturer Literature on Supply Chain and Multi-Objective Programming for Production and Distribution Establishing Model for Bicycle Supply Chain Real Empirical Case of a Bicycle Manufacturer Conclusions and Recommendations Fuzzy Interdependent Multi-Objective Programming Interdependence with Objectives Fuzzy Interdependent Multi-Objective Programming Numerical Example Discussion Conclusions Novel Algorithm for Uncertain Portfolio Selection Possibilistic Regression Mellin Transformation Numerical Example Discussion Conclusions Multi-Objective Optimal Planning for Designing Relief Delivery Systems Characteristics of Relief Distribution Systems Relief Distribution Model Relief Distribution Operation: Case Analysis Case Illustration and Data Analysis Conclusions and Recommendations Comparative Productivity Efficiency for Global Telecoms Global Telecommunication Trends Data and Methods Empirical Results and Discussions Conclusions Fuzzy Multiple Objective Programming in Interval Piecewise Regression Model Introduction to Measure of Fitness and Fuzzy Multiple Objective Programming Fuzzy Multiple Objective Programming in Piecewise Regression Model Numerical Examples Conclusions Bibliography Notes OPSIS Compromise Solutions TOPSIS for MODM Fuzzy Compromise Solutions and TOPSIS De Novo Programming and Changeable Parameters De Novo Programming De Novo Programming by Genetic Algorithms De Novo Programming by Compromise Solution Extensions of De Novo Programming MOP with Changeable Parameters Multi-Stage Programming Dynamic Programming Application of Multi-Stage Problem: Competence Sets Fuzzy Multi-Stage Multi-Objective Competence Set Multi-Level Multi-Objective Programming Bi-Level Programming Multiple Level Programming Fuzzy Programming for Multi-Level Multi-Objective Programming Data Envelopment Analysis Traditional DEA Network DEA Fuzzy Multi-Objective Programming (FMOP) to DEA Applications of Multi-Objective Decision Making Motivation and Resource Allocation for Strategic Alliances through the De Novo Perspective Motivations for Strategic Alliances Problems of Resource Allocation De Novo Perspective of Strategic Alliances Numerical Example Discussion Conclusions Choosing Best Alliance Partners and Allocating Optimal Alliance Resources Using Fuzzy Multi-Objective Dummy Programming Model Review of Strategic Alliances Fuzzy Multiple Objective Dummy Programming Numerical Example Discussion Conclusions Multiple-Objective Planning for Supply Chain Production and Distribution Model: Bicycle Manufacturer Literature on Supply Chain and Multi-Objective Programming for Production and Distribution Establishing Model for Bicycle Supply Chain Real Empirical Case of a Bicycle Manufacturer Conclusions and Recommendations Fuzzy Interdependent Multi-Objective Programming Interdependence with Objectives Fuzzy Interdependent Multi-Objective Programming Numerical Example Discussion Conclusions Novel Algorithm for Uncertain Portfolio Selection Possibilistic Regression Mellin Transformation Numerical Example Discussion Conclusions Multi-Objective Optimal Planning for Designing Relief Delivery Systems Characteristics of Relief Distribution Systems Relief Distribution Model Relief Distribution Operation: Case Analysis Case Illustration and Data Analysis Conclusions and Recommendations Comparative Productivity Efficiency for Global Telecoms Global Telecommunication Trends Data and Methods Empirical Results and Discussions Conclusions Fuzzy Multiple Objective Programming in Interval Piecewise Regression Model Introduction to Measure of Fitness and Fuzzy Multiple Objective Programming Fuzzy Multiple Objective Programming in Piecewise Regression Model Numerical Examples Conclusions Bibliography Notes Envelopment Analysis Traditional DEA Network DEA Fuzzy Multi-Objective Programming (FMOP) to DEA Applications of Multi-Objective Decision Making Motivation and Resource Allocation for Strategic Alliances through the De Novo Perspective Motivations for Strategic Alliances Problems of Resource Allocation De Novo Perspective of Strategic Alliances Numerical Example Discussion Conclusions Choosing Best Alliance Partners and Allocating Optimal Alliance Resources Using Fuzzy Multi-Objective Dummy Programming Model Review of Strategic Alliances Fuzzy Multiple Objective Dummy Programming Numerical Example Discussion Conclusions Multiple-Objective Planning for Supply Chain Production and Distribution Model: Bicycle Manufacturer Literature on Supply Chain and Multi-Objective Programming for Production and Distribution Establishing Model for Bicycle Supply Chain Real Empirical Case of a Bicycle Manufacturer Conclusions and Recommendations Fuzzy Interdependent Multi-Objective Programming Interdependence with Objectives Fuzzy Interdependent Multi-Objective Programming Numerical Example Discussion Conclusions Novel Algorithm for Uncertain Portfolio Selection Possibilistic Regression Mellin Transformation Numerical Example Discussion Conclusions Multi-Objective Optimal Planning for Designing Relief Delivery Systems Characteristics of Relief Distribution Systems Relief Distribution Model Relief Distribution Operation: Case Analysis Case Illustration and Data Analysis Conclusions and Recommendations Comparative Productivity Efficiency for Global Telecoms Global Telecommunication Trends Data and Methods Empirical Results and Discussions Conclusions Fuzzy Multiple Objective Programming in Interval Piecewise Regression Model Introduction to Measure of Fitness and Fuzzy Multiple Objective Programming Fuzzy Multiple Objective Programming in Piecewise Regression Model Numerical Examples Conclusions Bibliography Notes Multiple-Objective Planning for Supply Chain Production and Distribution Model: Bicycle Manufacturer Literature on Supply Chain and Multi-Objective Programming for Production and Distribution Establishing Model for Bicycle Supply Chain Real Empirical Case of a Bicycle Manufacturer Conclusions and Recommendations Fuzzy Interdependent Multi-Objective Programming Interdependence with Objectives Fuzzy Interdependent Multi-Objective Programming Numerical Example Discussion Conclusions Novel Algorithm for Uncertain Portfolio Selection Possibilistic Regression Mellin Transformation Numerical Example Discussion Conclusions Multi-Objective Optimal Planning for Designing Relief Delivery Systems Characteristics of Relief Distribution Systems Relief Distribution Model Relief Distribution Operation: Case Analysis Case Illustration and Data Analysis Conclusions and Recommendations Comparative Productivity Efficiency for Global Telecoms Global Telecommunic.