Ebook: Multiobjective Programming and Goal Programming: Theoretical Results and Practical Applications
- Tags: Operations Research/Decision Theory, Optimization, Simulation and Modeling, Economic Theory, Computational Intelligence
- Series: Lecture Notes in Economics and Mathematical Systems 618
- Year: 2009
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
This book gives the reader an insight into the state of the art in the field of multiobjective (linear, nonlinear and combinatorial) programming, goal programming and multiobjective metaheuristics. The 26 papers describe all relevant trends in this fields of research . They cover a wide range of topics ranging from theoretical investigations to algorithms, dealing with uncertainty, and applications to real world problems such as engineering design, water distribution systems and portfolio selection. The book is based on the papers of the seventh international conference on multiple objective programming and goal programming (MOPGP06).
This book gives the reader an insight into the state of the art in the field of multiobjective (linear, nonlinear and combinatorial) programming, goal programming and multiobjective metaheuristics. The 26 papers describe all relevant trends in this fields of research . They cover a wide range of topics ranging from theoretical investigations to algorithms, dealing with uncertainty, and applications to real world problems such as engineering design, water distribution systems and portfolio selection. The book is based on the papers of the seventh international conference on multiple objective programming and goal programming (MOPGP06).
This book gives the reader an insight into the state of the art in the field of multiobjective (linear, nonlinear and combinatorial) programming, goal programming and multiobjective metaheuristics. The 26 papers describe all relevant trends in this fields of research . They cover a wide range of topics ranging from theoretical investigations to algorithms, dealing with uncertainty, and applications to real world problems such as engineering design, water distribution systems and portfolio selection. The book is based on the papers of the seventh international conference on multiple objective programming and goal programming (MOPGP06).
Content:
Front Matter....Pages i-xv
A Constraint Method in Nonlinear Multi-Objective Optimization....Pages 3-12
The Attainment of the Solution of the Dual Program in Vertices for Vectorial Linear Programs....Pages 13-24
Optimality of the Methods for Approximating the Feasible Criterion Set in the Convex Case....Pages 25-33
Introducing Nonpolyhedral Cones to Multiobjective Programming....Pages 35-45
A GP Formulation for Aggregating Preferences with Interval Assessments....Pages 47-54
Bicriterion Shortest Paths in Stochastic Time-Dependent Networks....Pages 57-67
Clusters of Non-dominated Solutions in Multiobjective Combinatorial Optimization: An Experimental Analysis....Pages 69-77
Computational Results for Four Exact Methods to Solve the Three-Objective Assignment Problem....Pages 79-88
Constraint Optimization Techniques for Exact Multi-Objective Optimization....Pages 89-98
Outer Branching: How to Optimize under Partial Orders?....Pages 99-109
On Utilizing Infeasibility in Multiobjective Evolutionary Algorithms....Pages 113-122
The Effect of Initial Population Sampling on the Convergence of Multi-Objective Genetic Algorithms....Pages 123-133
Pattern Mining for Historical Data Analysis by Using MOEA....Pages 135-144
Multiple-Objective Genetic Algorithm Using the Multiple Criteria Decision Making Method TOPSIS....Pages 145-154
Multi-Criteria Simple Games....Pages 157-166
Multiobjective Cooperative Games with Restrictions on Coalitions....Pages 167-174
An Experimental Investigation of the Optimal Selection Problem with Two Decision Makers....Pages 175-185
Solving a Fuzzy Multiobjective Linear Programming Problem Through the Value and the Ambiguity of Fuzzy Numbers....Pages 187-195
A Robust-Solution-Based Methodology to Solve Multiple-Objective Problems with Uncertainty....Pages 197-207
On the Use of Preferential Weights in Interactive Reference Point Based Methods....Pages 211-220
Interactive Multiobjective Optimization of Superstructure SMB Processes....Pages 221-230
Scheduling of Water Distribution Systems using a Multiobjective Approach....Pages 231-241
On Conditional Value-at-Risk Based Goal Programming Portfolio Selection Procedure....Pages 243-252
Optimal Bed Allocation in Hospitals....Pages 253-265
Multiobjective (Combinatorial) Optimisation—Some Thoughts on Applications....Pages 267-282
Multi-scenario Multi-objective Optimization with Applications in Engineering Design....Pages 283-298
This book gives the reader an insight into the state of the art in the field of multiobjective (linear, nonlinear and combinatorial) programming, goal programming and multiobjective metaheuristics. The 26 papers describe all relevant trends in this fields of research . They cover a wide range of topics ranging from theoretical investigations to algorithms, dealing with uncertainty, and applications to real world problems such as engineering design, water distribution systems and portfolio selection. The book is based on the papers of the seventh international conference on multiple objective programming and goal programming (MOPGP06).
Content:
Front Matter....Pages i-xv
A Constraint Method in Nonlinear Multi-Objective Optimization....Pages 3-12
The Attainment of the Solution of the Dual Program in Vertices for Vectorial Linear Programs....Pages 13-24
Optimality of the Methods for Approximating the Feasible Criterion Set in the Convex Case....Pages 25-33
Introducing Nonpolyhedral Cones to Multiobjective Programming....Pages 35-45
A GP Formulation for Aggregating Preferences with Interval Assessments....Pages 47-54
Bicriterion Shortest Paths in Stochastic Time-Dependent Networks....Pages 57-67
Clusters of Non-dominated Solutions in Multiobjective Combinatorial Optimization: An Experimental Analysis....Pages 69-77
Computational Results for Four Exact Methods to Solve the Three-Objective Assignment Problem....Pages 79-88
Constraint Optimization Techniques for Exact Multi-Objective Optimization....Pages 89-98
Outer Branching: How to Optimize under Partial Orders?....Pages 99-109
On Utilizing Infeasibility in Multiobjective Evolutionary Algorithms....Pages 113-122
The Effect of Initial Population Sampling on the Convergence of Multi-Objective Genetic Algorithms....Pages 123-133
Pattern Mining for Historical Data Analysis by Using MOEA....Pages 135-144
Multiple-Objective Genetic Algorithm Using the Multiple Criteria Decision Making Method TOPSIS....Pages 145-154
Multi-Criteria Simple Games....Pages 157-166
Multiobjective Cooperative Games with Restrictions on Coalitions....Pages 167-174
An Experimental Investigation of the Optimal Selection Problem with Two Decision Makers....Pages 175-185
Solving a Fuzzy Multiobjective Linear Programming Problem Through the Value and the Ambiguity of Fuzzy Numbers....Pages 187-195
A Robust-Solution-Based Methodology to Solve Multiple-Objective Problems with Uncertainty....Pages 197-207
On the Use of Preferential Weights in Interactive Reference Point Based Methods....Pages 211-220
Interactive Multiobjective Optimization of Superstructure SMB Processes....Pages 221-230
Scheduling of Water Distribution Systems using a Multiobjective Approach....Pages 231-241
On Conditional Value-at-Risk Based Goal Programming Portfolio Selection Procedure....Pages 243-252
Optimal Bed Allocation in Hospitals....Pages 253-265
Multiobjective (Combinatorial) Optimisation—Some Thoughts on Applications....Pages 267-282
Multi-scenario Multi-objective Optimization with Applications in Engineering Design....Pages 283-298
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