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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Ehrgott, Matthias (Επιμελητής έκδοσης), Fonseca, Carlos M. (Επιμελητής έκδοσης), Gandibleux, Xavier (Επιμελητής έκδοσης), Hao, Jin-Kao (Επιμελητής έκδοσης), Sevaux, Marc (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
• Σειρά: Lecture Notes in Computer Science, 5467
• Θέματα: Computer science.; Computer programming.; Computers.; Algorithms.; Numerical analysis.; Artificial intelligence.; Computer Science.; Programming Techniques.; Theory of Computation.; Artificial Intelligence (incl. Robotics).; Algorithm Analysis and Problem Complexity.; Numeric Computing.

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...

Πίνακας περιεχομένων:

• 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.