Evolutionary multi-criterion optimization : 5th international conference, EMO 2009, Nantes, France, April 7-10, 2009 ; proceedings / Matthias Ehrgott [and others] (eds.).
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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| Format: | Ebook |
| Language: | English |
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Berlin :
Springer,
[2009]
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| Series: | Lecture notes in computer science ;
5467. |
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| Online Access: | Springer eBooks |
Table of Contents:
- 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.