Outcome of Dagstuhl Seminars: Multiobjective Optimization 2008

Basics on Multiobjective Optimization

• Kaisa Miettinen:
  Introduction to Multiobjective Optimization: Noninteractive Approaches. 1-26
  
• Kaisa Miettinen, Francisco Ruiz, Andrzej P. Wierzbicki:
  Introduction to Multiobjective Optimization: Interactive Approaches. 27-57
  
• Kalyanmoy Deb:
  Introduction to Evolutionary Multiobjective Optimization. 59-96
  

Recent Interactive and Preference-Based Approaches

• José Rui Figueira, Salvatore Greco, Vincent Mousseau, Roman Slowinski:
  Interactive Multiobjective Optimization Using a Set of Additive Value Functions. 97-119
  
• Salvatore Greco, Benedetto Matarazzo, Roman Slowinski:
  Dominance-Based Rough Set Approach to Interactive Multiobjective Optimization. 121-155
  
• Jürgen Branke:
  Consideration of Partial User Preferences in Evolutionary Multiobjective Optimization. 157-178
  
• Andrzej Jaszkiewicz, Jürgen Branke:
  Interactive Multiobjective Evolutionary Algorithms. 179-193
  

Visualization of Solutions

• Pekka Korhonen, Jyrki Wallenius:
  Visualization in the Multiple Objective Decision-Making Framework. 195-212
  
• Alexander V. Lotov, Kaisa Miettinen:
  Visualizing the Pareto Frontier. 213-243
  

Modelling, Implementation and Applications

• Joshua D. Knowles, Hirotaka Nakayama:
  Meta-Modeling in Multiobjective Optimization. 245-284
  
• Theodor Stewart, Oliver Bandte, Heinrich Braun, Nirupam Chakraborti, Matthias Ehrgott, Mathias Göbelt, Yaochu Jin, Hirotaka Nakayama, Silvia Poles, Danilo Di Stefano:
  Real-World Applications of Multiobjective Optimization. 285-327
  
• Silvia Poles, Mariana Vassileva, Daisuke Sasaki:
  Multiobjective Optimization Software. 329-348
  
• El-Ghazali Talbi, Sanaz Mostaghim, Tatsuya Okabe, Hisao Ishibuchi, Günter Rudolph, Carlos A. Coello Coello:
  Parallel Approaches for Multiobjective Optimization. 349-372
  

Quality Assessment, Learning, and Future Challenges

• Eckart Zitzler, Joshua D. Knowles, Lothar Thiele:
  Quality Assessment of Pareto Set Approximations. 373-404
  
• Valerie Belton, Jürgen Branke, Petri Eskelinen, Salvatore Greco, Julián Molina Luque, Francisco Ruiz, Roman Slowinski:
  Interactive Multiobjective Optimization from a Learning Perspective. 405-433
  
• Kaisa Miettinen, Kalyanmoy Deb, Johannes Jahn, Wlodzimierz Ogryczak, Koji Shimoyama, Rudolf Vetschera:
  Future Challenges. 435-461