Multiobjective Programming and Goal Programming (eBook)

Theoretical Results and Practical Applications

Vincent Barichard, Xavier Gandibleux, Vincent T'Kindt (Herausgeber)

eBook Download: PDF

2008
XV, 298 Seiten
Springer Berlin (Verlag)
978-3-540-85646-7 (ISBN)

Infos

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).

Inhalt

Preface 5
Contents 7
Contributors 10
Multiobjective Programming and Goal- Programming 15
A Constraint Method in Nonlinear Multi- Objective Optimization 16
The Attainment of the Solution of the Dual Program in Vertices for Vectorial Linear Programs 26
Optimality of the Methods for Approximating the Feasible Criterion Set in the Convex Case 38
Introducing Nonpolyhedral Cones to Multiobjective Programming 47
A GP Formulation for Aggregating Preferences with Interval Assessments 58
Multiobjective Combinatorial Optimization 66
Bicriterion Shortest Paths in Stochastic Time- Dependent Networks 67
Clusters of Non-dominated Solutions in Multiobjective Combinatorial Optimization: An Experimental Analysis 78
Computational Results for Four Exact Methods to Solve the Three- Objective Assignment Problem 87
Constraint Optimization Techniques for Exact Multi- Objective Optimization 97
Outer Branching: How to Optimize under Partial Orders? 107
Multiobjective Metheuristics 118
On Utilizing Infeasibility in Multiobjective Evolutionary Algorithms 119
The Effect of Initial Population Sampling on the Convergence of Multi- Objective Genetic Algorithms 129
Pattern Mining for Historical Data Analysis by Using MOEA 140
Multiple-Objective Genetic Algorithm Using the Multiple Criteria Decision Making Method TOPSIS 150
Multiobjective Games and Uncertainty 160
Multi-Criteria Simple Games 161
Multiobjective Cooperative Games with Restrictions on Coalitions 171
An Experimental Investigation of the Optimal Selection Problem with Two Decision Makers 179
Solving a Fuzzy Multiobjective Linear Programming Problem Through the Value and the Ambiguity of Fuzzy Numbers 190
A Robust-Solution-Based Methodology to Solve Multiple- Objective Problems with Uncertainty 199
Interactive Methods and Applications 210
On the Use of Preferential Weights in Interactive Reference Point Based Methods 211
Interactive Multiobjective Optimization of Superstructure SMB Processes 221
Scheduling ofWater Distribution Systems using a Multiobjective Approach 231
On Conditional Value-at-Risk Based Goal Programming Portfolio Selection Procedure 242
Optimal Bed Allocation in Hospitals 252
Multiobjective (Combinatorial) Optimisation – Some Thoughts on Applications 265
Multi-scenario Multi-objective Optimization with Applications in Engineering Design 281

Produkt-Details

• Erscheint lt. Verlag: 28.12.2008
• Reihe/Serie: Lecture Notes in Economics and Mathematical Systems
• Reihe/Serie: Lecture Notes in Economics and Mathematical Systems
• Zusatzinfo: XV, 298 p. 98 illus.
• Verlagsort: Berlin
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Mathematik / Informatik ► Mathematik
• Themenwelt: Technik
• Themenwelt: Wirtschaft ► Allgemeines / Lexika
• Themenwelt: Wirtschaft ► Volkswirtschaftslehre
• Schlagworte: algorithms • combinatorial optimization • Data Analysis • evolutionary algorithm • fuzzy • Genetic algorithms • Goal Programming • linear optimization • Metaheuristic • multicriteria decision making • Multi-Objective Optimization • Multiobjective Programming • Operations Research • Optimization • programming • Scheduling
• ISBN-10: 3-540-85646-3 / 3540856463
• ISBN-13: 978-3-540-85646-7 / 9783540856467