Evolutionary Multi-Criterion Optimization - nouveau livre

EAN (ISBN-13): 9783642010200
Date de parution: 2009
Editeur: Springer Berlin Heidelberg
15 Pages
Langue: eng/Englisch

Livre dans la base de données depuis 2010-09-02T08:15:25+02:00 (Paris)
Page de détail modifiée en dernier sur 2021-11-03T22:00:58+01:00 (Paris)
ISBN/EAN: 9783642010200

ISBN - Autres types d'écriture:
978-3-642-01020-0
Autres types d'écriture et termes associés:
Auteur du livre: fonseca carlos, wagner erwin

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Données de l'éditeur

Auteur: Carlos M. Fonseca; Xavier Gandibleux; Jin-Kao Hao; Marc Sevaux
Titre: Theoretical Computer Science and General Issues; Lecture Notes in Computer Science; Evolutionary Multi-Criterion Optimization - 5th International Conference, EMO 2009, Nantes, France, April 7-10, 2009, Proceedings
Editeur: Springer; Springer Berlin
586 Pages
Date de parution: 2009-04-21
Berlin; Heidelberg; DE
Langue: Anglais
96,29 € (DE)
99,00 € (AT)
118,00 CHF (CH)
Available
XV, 586 p.

EA; E107; eBook; Nonbooks, PBS / Informatik, EDV/Informatik; Computerprogrammierung und Softwareentwicklung; Verstehen; adaptive search; algorithm; algorithm design; algorithmics; algorithms; ant colony optimization; approximation; boundary solution; computational acoustics; constraint solving; decision making; differential evolution; evolution; optimization; uncertainty; algorithm analysis and problem complexity; C; Programming Techniques; Theory of Computation; Artificial Intelligence; Algorithms; Numerical Analysis; Computer Science; Theoretische Informatik; Künstliche Intelligenz; Algorithmen und Datenstrukturen; Numerische Mathematik; BC

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.- MultiobjectiveDistinct 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.