Evolutionary Multi-Criterion Optimization: 5th International Conference, EMO 2009, Nantes, France, April 7-10, 2009. Proceedings

Front Matter....Pages -
Scatter Search and Path Relinking....Pages 1-1
Ant Colony Optimization....Pages 2-2
Constraint Programming....Pages 3-3
Discrete Multiobjective Optimization....Pages 4-4
Preference Models Used in Multiple Criteria Decision Making: Foundations and Assessment....Pages 5-5
Approximating the Least Hypervolume Contributor: NP-Hard in General, But Fast in Practice....Pages 6-20
Effects of 1-Greedy $\\mathcal{S}$ -Metric-Selection on Innumerably Large Pareto Fronts....Pages 21-35
Noisy Multiobjective Optimization on a Budget of 250 Evaluations....Pages 36-50
On Uncertainty and Robustness in Evolutionary Optimization-Based MCDM....Pages 51-65
Feedback-Control Operators for Evolutionary Multiobjective Optimization....Pages 66-80
A Diversity Management Operator for Evolutionary Many-Objective Optimisation....Pages 81-94
Enhancing Decision Space Diversity in Evolutionary Multiobjective Algorithms....Pages 95-109
Solving Bilevel Multi-Objective Optimization Problems Using Evolutionary Algorithms....Pages 110-124
Application of MOGA Search Strategy to SVM Training Data Selection....Pages 125-139
On Using Populations of Sets in Multiobjective Optimization....Pages 140-154
Recombination for Learning Strategy Parameters in the MO-CMA-ES....Pages 155-168
Multi-Objective Optimisation Problems: A Symbolic Algorithm for Performance Measurement of Evolutionary Computing Techniques....Pages 169-182
On the Effect of the Steady-State Selection Scheme in Multi-Objective Genetic Algorithms....Pages 183-197
OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing....Pages 198-215
Spread Assessment for Evolutionary Multi-Objective Optimization....Pages 216-230
An Improved Version of Volume Dominance for Multi-Objective Optimisation....Pages 231-245
Solving Bi-objective Many-Constraint Bin Packing Problems in Automobile Sheet Metal Forming Processes....Pages 246-260
Robust Design of Noise Attenuation Barriers with Evolutionary Multiobjective Algorithms and the Boundary Element Method....Pages 261-274
Bi-objective Optimization for the Vehicle Routing Problem with Time Windows: Using Route Similarity to Enhance Performance....Pages 275-289
Multi-criteria Curriculum-Based Course Timetabling—A Comparison of a Weighted Sum and a Reference Point Based Approach....Pages 290-304
Optimizing the DFCN Broadcast Protocol with a Parallel Cooperative Strategy of Multi-Objective Evolutionary Algorithms....Pages 305-319
Evolutionary Multiobjective Optimization for Dynamic Hospital Resource Management....Pages 320-334
Multiobjective Decomposition of Positive Integer Matrix: Application to Radiotherapy....Pages 335-349
Comparison of MCDM and EMO Approaches in Wastewater Treatment Plan Design....Pages 350-364
A Trapezoidal Fuzzy Numbers-Based Approach for Aggregating Group Preferences and Ranking Decision Alternatives in MCDM....Pages 365-379
Multicriteria Relational Clustering: The Case of Binary Outranking Matrices....Pages 380-392
Towards the Early Diagnosis of Alzheimer’s Disease via a Multicriteria Classification Model....Pages 393-406
Many-Objective Optimization by Space Partitioning and Adaptive ε -Ranking on MNK-Landscapes....Pages 407-422
Online Objective Reduction to Deal with Many-Objective Problems....Pages 423-437
Adaptation of Scalarizing Functions in MOEA/D: An Adaptive Scalarizing Function-Based Multiobjective Evolutionary Algorithm....Pages 438-452
Combining Aggregation with Pareto Optimization: A Case Study in Evolutionary Molecular Design....Pages 453-467
Many-Objective Optimization for Knapsack Problems Using Correlation-Based Weighted Sum Approach....Pages 468-480
An Elitist GRASP Metaheuristic for the Multi-objective Quadratic Assignment Problem....Pages 481-494
Multi-Objective Particle Swarm Optimizers: An Experimental Comparison....Pages 495-509
Adapting to the Habitat: On the Integration of Local Search into the Predator-Prey Model....Pages 510-524
Multiobjective Distinct Candidates Optimization (MODCO): A Cluster-Forming Differential Evolution Algorithm....Pages 525-539
An Evolutionary Algorithm to Estimate the Nadir Point in MOLP....Pages 540-553
Interactive Evolutionary Multiobjective Optimization Using Robust Ordinal Regression....Pages 554-568
A Hybrid Integrated Multi-Objective Optimization Procedure for Estimating Nadir Point....Pages 569-583
Back Matter....Pages -