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Proceedings Table of Contents
Companion Table of Contents
Author Index

Track 1: Ant Colony Optimization, Swarm Intelligence, and Artificial Immune Systems
Track 2: Artificial Life, Evolutionary Robotics, Adaptive Behavior, Evolvable Hardware
Track 3: Bioinformatics and Computational Biology
Track 4: Coevolution
Track 5: Estimation of Distribution Algorithms
Track 6: Evolution Strategies, Evolutionary Programming
Track 7: Evolutionary Combinatorial Optimization
Track 8: Evolutionary Multiobjective Optimization
Track 9: Formal Theory
Track 10: Generative and Developmental Systems
Track 11: Genetic Algorithms
Track 12: Genetic Programming
Track 13: Genetics-Based Machine Learning and Learning Classifier Systems
Track 14: Real-World Application
Track 15: Search-based Software Engineering

Table of Contents

Track 8: Evolutionary Multiobjective Optimization

GECCO 2008 Main Proceedings Table of Contents



Embedded Evolutionary Multi-Objective Optimization for Worst Case Robustness (Page 617)
Gideon Avigad (ORT Braude College of Engineering)
Jürgen Branke (University of Karlsruhe)

Graph Partitioning Through a Multi-Objective Evolutionary Algorithm: A Preliminary Study (Page 625)
Dilip Datta (National Institute of Technology—Silchar)
José Rui Figueira (Technical University of Lisbon)
Carlos M. Fonseca (Universidade do Algarve)
Fernando Tavares-Pereira (Universidade da Beira Interior)

A Robust Evolutionary Framework for Multi-Objective Optimization (Page 633)
Kalyanmoy Deb (Indian Institute of Technology Kanpur)

Benefits and Drawbacks for the Use of Є-Dominance in Evolutionary Multi-Objective Optimization (Page 641)
Christian Horoba (Technische Universität Dortmund)
Frank Neumann (Max-Planck-Institut für Informatik)

Effectiveness of Scalability Improvement Attempts on the Performance of NSGA-II for Many-Objective Problems (Page 649)
Hisao Ishibuchi (Osaka Prefecture University)
Noritaka Tsukamoto (Osaka Prefecture University)
Yasuhiro Hitotsuyanagi (Osaka Prefecture University)
Yusuke Nojima (Osaka Prefecture University)

Hybrid Genetic Algorithm for Dynamic Multi-objective Route Planning with Predicted Traffic in a Real-World Road Network (Page 657)
Hitoshi Kanoh (University of Tsukuba)
Kenta Hara (University of Tsukuba)

G-Metric: an M-ary Quality Indicator for the Evaluation of Non-dominated Sets (Page 665)
Giovanni Lizárraga Lizárraga (Center of Research in Mathematics)
Arturo Hernández Aguirre (Center of Research in Mathematics)
Salvador Botello Rionda (Center of Research in Mathematics)

Objective Reduction Using a Feature Selection Technique (Page 673)
Antonio López Jaimes (CINVESTAV-IPN)
Carlos A. Coello Coello (CINVESTAV-IPN)
Debrup Chakraborty (CINVESTAV-IPN)

Pareto Analysis for the Selection of Classifier Ensembles (Page 681)
Eulanda M. Dos Santos (Ecole de technologie superieure)
Robert Sabourin (Ecole de technologie superieure)
Patrick Maupin (Defence Research and Development Canada)

Introducing MONEDA: Scalable Multiobjective Optimization with a Neural Estimation of Distribution Algorithm (Page 689)
Luis Martí (Universidad Carlos III de Madrid)
Jesús García (Universidad Carlos III de Madrid)
Antonio Berlanga (Universidad Carlos III de Madrid)
José M. Molina (Universidad Carlos III de Madrid)

Reference Point Based Multi-Objective Evolutionary Algorithms for Group Decisions (Page 697)
Jella Pfeiffer (University of Mainz)
Uli Golle (University of Mainz)
Franz Rothlauf (University of Mainz)

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A New Memetic Strategy for the Numerical Treatment of Multi-Objective Optimization Problems (Page 705)
Oliver Schuetze (CINVESTAV-IPN)
Gustavo Sanchez (Simon Bolivar University)
Carlos A. Coello Coello (CINVESTAV-IPN)

Computing Finite Size Representations of the Set of Approximate Solutions of an MOP with Stochastic Search Algorithms (Page 713)
Oliver Schuetze (CINVESTAV-IPN)
Carlos A. Coello Coello (CINVESTAV-IPN)
Emilia Tantar (INRIA Futurs)
El-Ghazali Talbi (INRIA Futurs)

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A Pareto Following Variation Operator for Fast-Converging Multiobjective Evolutionary Algorithms (Page 721)
A.K.M. Khaled Ahsan Talukder (The University of Melbourne)
Michael Kirley (The University of Melbourne)
Rajkumar Buyya (The University of Melbourne)

AMGA: An Archive-based Micro Genetic Algorithm for Multi-objective Optimization (Page 729)
Santosh Tiwari (Clemson University)
Patrick Koch (Engineous Software Inc.)
Georges Fadel (Clemson University)
Kalyanmoy Deb (Indian Institute of Technology Kanpur)

Pattern Identification in Pareto-Set Approximations (Page 737)
Tamara Ulrich (ETH Zurich)
Dimo Brockhoff (ETH Zurich)
Eckart Zitzler (ETH Zurich)

Integrating User Preferences with Particle Swarms for Multi-objective Optimization (Page 745)
W.R.M.U.K Wickramasinghe (RMIT University)
Xiaodong Li (RMIT University)

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Solving Constrained Multi-Objective Problems by Objective Space Analysis (Page 753)
Gideon Avigad (ORT Braude College of Engineering)
Carlos A. Coello Coello (CINVESTAV-IPN)

Testing Parallelization Paradigms for MOEAs (Page 755)
Sadeesha Gamhewa (Edith Cowan University)
Philip Hingston (Edith Cowan University)

Parallel Hyperheuristic: A Self-Adaptive Island-Based Model for Multi-Objective Optimization (Page 757)
Coromoto León (Universidad de La Laguna)
Gara Miranda (Universidad de La Laguna)
Carlos Segura (Universidad de La Laguna)

On the Possibility to Create a Compatible–Complete Unary Comparison Method for Evolutionary Multiobjective Algorithms (Page 759)
Giovanni Lizárraga Lizárraga (Center of Research in Mathematics)
Arturo Hernández Aguirre (Center of Research in Mathematics)
Salvador Botello Rionda (Center of Research in Mathematics)

Speed-up Techniques for Solving Large-scale bTSP with the Two-Phase Pareto Local Search (Page 761)
Thibaut Lust (Polytechnic Faculty of Mons)

Hybridizing Surrogate Techniques, Rough Sets and Evolutionary Algorithms to Efficiently Solve Multi-Objective Optimization Problems (Page 763)
Luis V. Santana-Quintero (CINVESTAV-IPN)
Carlos A. Coello Coello (CINVESTAV-IPN)
Alfredo G. Hernández Díaz (Pablo de Olavide University)

Single-Objective Front Optimization: Application to RF Circuit Design (Page 765)
E. J. Solteiro Pires (UTAD University)
Luís Mendes (Inst. Politécnico de Leiria)
P. B. de Moura Oliveira (UTAD University)
J. A. Tenreiro Machado (Inst. Superior de Engenharia do Porto)
N. M. Fonseca Ferreira (Inst. Superior de Engenharia de Coimbra)
João Vaz (Inst. Superior Técnico)
Maria Rosário (Inst. Superior Técnico)

A Novel Approach to Route Selection in Car Navigation Systems by a Multiobjective Genetic Algorithm (Page 767)
Feng Wen (Waseda University)
Xiaohao Gao (Waseda University)
Mitsuo Gen (Waseda University)

Hybridizing an Evolutionary Algorithm with Mathematical Programming Techniques for Multi-Objective Optimization (Page 769)
Saúl Zapotecas Martínez (CINVESTAV-IPN)
Carlos A. Coello Coello (CINVESTAV-IPN)