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

This book constitutes the refereed proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2009, held in Nantes, France in April 2009. The 39 revised full papers presented together with 5 invited talks were carefully reviewed and selected from 72 submissions...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Fonseca, Carlos M. (Editor ), Gandibleux, Xavier (Editor ), Hao, Jin-Kao (Editor ), Sevaux, Marc (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Theoretical Computer Science and General Issues, 5467
Temas:
Computer programming.
Computer science.
Artificial intelligence.
Algorithms.
Numerical analysis.
Programming Techniques.
Theory of Computation.
Artificial Intelligence.
Numerical Analysis.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Invited Talks
  • Scatter Search and Path Relinking
  • Ant Colony Optimization
  • Constraint Programming
  • Discrete Multiobjective Optimization
  • Preference Models Used in Multiple Criteria Decision Making: Foundations and Assessment
  • Theoretical Analysis
  • Approximating the Least Hypervolume Contributor: NP-Hard in General, But Fast in Practice
  • Effects of 1-Greedy -Metric-Selection on Innumerably Large Pareto Fronts
  • Uncertainty and Noise
  • Noisy Multiobjective Optimization on a Budget of 250 Evaluations
  • On Uncertainty and Robustness in Evolutionary Optimization-Based MCDM
  • Algorithm Development
  • Feedback-Control Operators for Evolutionary Multiobjective Optimization
  • A Diversity Management Operator for Evolutionary Many-Objective Optimisation
  • Enhancing Decision Space Diversity in Evolutionary Multiobjective Algorithms
  • Solving Bilevel Multi-Objective Optimization Problems Using Evolutionary Algorithms
  • Application of MOGA Search Strategy to SVM Training Data Selection
  • On Using Populations of Sets in Multiobjective Optimization
  • Recombination for Learning Strategy Parameters in the MO-CMA-ES
  • Performance Analysis and Comparison
  • Multi-Objective Optimisation Problems: A Symbolic Algorithm for Performance Measurement of Evolutionary Computing Techniques
  • On the Effect of the Steady-State Selection Scheme in Multi-Objective Genetic Algorithms
  • OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing
  • Spread Assessment for Evolutionary Multi-Objective Optimization
  • An Improved Version of Volume Dominance for Multi-Objective Optimisation
  • Applications
  • Solving Bi-objective Many-Constraint Bin Packing Problems in Automobile Sheet Metal Forming Processes
  • Robust Design of Noise Attenuation Barriers with Evolutionary Multiobjective Algorithms and the Boundary Element Method
  • Bi-objective Optimization for the Vehicle Routing Problem with Time Windows: Using Route Similarity to Enhance Performance
  • Multi-criteria Curriculum-Based Course Timetabling-A Comparison of a Weighted Sum and a Reference Point Based Approach
  • Optimizing the DFCN Broadcast Protocol with a Parallel Cooperative Strategy of Multi-Objective Evolutionary Algorithms
  • Evolutionary Multiobjective Optimization for Dynamic Hospital Resource Management
  • Multiobjective Decomposition of Positive Integer Matrix: Application to Radiotherapy
  • MCDM Track
  • Comparison of MCDM and EMO Approaches in Wastewater Treatment Plan Design
  • A Trapezoidal Fuzzy Numbers-Based Approach for Aggregating Group Preferences and Ranking Decision Alternatives in MCDM
  • Multicriteria Relational Clustering: The Case of Binary Outranking Matrices
  • Towards the Early Diagnosis of Alzheimer's Disease via a Multicriteria Classification Model
  • Many Objectives
  • Many-Objective Optimization by Space Partitioning and Adaptive ?-Ranking on MNK-Landscapes
  • Online Objective Reduction to Deal with Many-Objective Problems
  • Adaptation of Scalarizing Functions in MOEA/D: An Adaptive Scalarizing Function-Based Multiobjective Evolutionary Algorithm
  • Combining Aggregation with Pareto Optimization: A Case Study in Evolutionary Molecular Design
  • Many-Objective Optimization for Knapsack Problems Using Correlation-Based Weighted Sum Approach
  • Alternative Methods
  • An Elitist GRASP Metaheuristic for the Multi-objective Quadratic Assignment Problem
  • Multi-Objective Particle Swarm Optimizers: An Experimental Comparison
  • Adapting to the Habitat: On the Integration of Local Search into the Predator-Prey Model
  • EMO and MCDA
  • Multiobjective Distinct Candidates Optimization (MODCO): A Cluster-Forming Differential Evolution Algorithm
  • An Evolutionary Algorithm to Estimate the Nadir Point in MOLP
  • Interactive Evolutionary Multiobjective Optimization Using Robust Ordinal Regression
  • A Hybrid Integrated Multi-Objective Optimization Procedure for Estimating Nadir Point.

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