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Evolutionary Multi-Criterion Optimization

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Inhalt Invited Talks.- The Evolution of Optimality: De Novo Programming.- Many-Objective Optimization: An Engineering Design Persp... Weiterlesen
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Beschreibung

Inhalt

Invited Talks.- The Evolution of Optimality: De Novo Programming.- Many-Objective Optimization: An Engineering Design Perspective.- Tutorial.- 1984-2004 - 20 Years of Multiobjective Metaheuristics. But What About the Solution of Combinatorial Problems with Multiple Objectives?.- Algorithm Improvements.- Omni-optimizer: A Procedure for Single and Multi-objective Optimization.- An EMO Algorithm Using the Hypervolume Measure as Selection Criterion.- The Combative Accretion Model - Multiobjective Optimisation Without Explicit Pareto Ranking.- Parallelization of Multi-objective Evolutionary Algorithms Using Clustering Algorithms.- An Efficient Multi-objective Evolutionary Algorithm: OMOEA-II.- Path Relinking in Pareto Multi-objective Genetic Algorithms.- Dynamic Archive Evolution Strategy for Multiobjective Optimization.- Searching for Robust Pareto-Optimal Solutions in Multi-objective Optimization.- Multi-objective MaxiMin Sorting Scheme.- Multiobjective Optimization on a Budget of 250 Evaluations.- Initial Population Construction for Convergence Improvement of MOEAs.- Multi-objective Go with the Winners Algorithm: A Preliminary Study.- Incorporation of Preferences.- Exploiting Comparative Studies Using Criteria: Generating Knowledge from an Analyst's Perspective.- A Multiobjective Evolutionary Algorithm for Deriving Final Ranking from a Fuzzy Outranking Relation.- Performance Analysis and Comparison.- Exploring the Performance of Stochastic Multiobjective Optimisers with the Second-Order Attainment Function.- Recombination of Similar Parents in EMO Algorithms.- A Scalable Multi-objective Test Problem Toolkit.- Extended Multi-objective fast messy Genetic Algorithm Solving Deception Problems.- Comparing Classical Generating Methods with an Evolutionary Multi-objective Optimization Method.- A New Analysis of the LebMeasure Algorithm for Calculating Hypervolume.- Effects of Removing Overlapping Solutions on the Performance of the NSGA-II Algorithm.- Selection, Drift, Recombination, and Mutation in Multiobjective Evolutionary Algorithms on Scalable MNK-Landscapes.- Comparison Between Lamarckian and Baldwinian Repair on Multiobjective 0/1 Knapsack Problems.- The Value of Online Adaptive Search: A Performance Comparison of NSGAII, ?-NSGAII and ?MOEA.- Uncertainty and Noise.- Fuzzy-Pareto-Dominance and its Application in Evolutionary Multi-objective Optimization.- Multi-objective Optimization of Problems with Epistemic Uncertainty.- Alternative Methods.- The Naive ID A: A Baseline Multi-objective EA.- New Ideas in Applying Scatter Search to Multiobjective Optimization.- A MOPSO Algorithm Based Exclusively on Pareto Dominance Concepts.- Clonal Selection with Immune Dominance and Anergy Based Multiobjective Optimization.- A Multi-objective Tabu Search Algorithm for Constrained Optimisation Problems.- Improving PSO-Based Multi-objective Optimization Using Crowding, Mutation and ?-Dominance.- DEMO: Differential Evolution for Multiobjective Optimization.- Applications.- Multi-objective Model Selection for Support Vector Machines.- Exploiting the Trade-off - The Benefits of Multiple Objectives in Data Clustering.- Extraction of Design Characteristics of Multiobjective Optimization - Its Application to Design of Artificial Satellite Heat Pipe.- Gray Coding in Evolutionary Multicriteria Optimization: Application in Frame Structural Optimum Design.- Multi-objective Genetic Algorithms to Create Ensemble of Classifiers.- Multi-objective Model Optimization for Inferring Gene Regulatory Networks.- High-Fidelity Multidisciplinary Design Optimization of Wing Shape for Regional Jet Aircraft.- Photonic Device Design Using Multiobjective Evolutionary Algorithms.- Multiple Criteria Lot-Sizing in a Foundry Using Evolutionary Algorithms.- Multiobjective Shape Optimization Using Estimation Distribution Algorithms and Correlated Information.- Evolutionary Multi-objective Environmental/Economic Dispatch: Stochastic Versus Deterministic Approaches.- A Multi-objective Approach to Integrated Risk Management.- An Approach Based on the Strength Pareto Evolutionary Algorithm 2 for Power Distribution System Planning.- Proposition of Selection Operation in a Genetic Algorithm for a Job Shop Rescheduling Problem.- A Two-Level Evolutionary Approach to Multi-criterion Optimization of Water Supply Systems.- Evolutionary Multi-objective Optimization for Simultaneous Generation of Signal-Type and Symbol-Type Representations.- A Multi-objective Memetic Algorithm for Intelligent Feature Extraction.- Solving the Aircraft Engine Maintenance Scheduling Problem Using a Multi-objective Evolutionary Algorithm.- Finding Pareto-Optimal Set by Merging Attractors for a Bi-objective Traveling Salesmen Problem.- Multiobjective EA Approach for Improved Quality of Solutions for Spanning Tree Problem.- Developments on a Multi-objective Metaheuristic (MOMH) Algorithm for Finding Interesting Sets of Classification Rules.- Preliminary Investigation of the 'Learnable Evolution Model' for Faster/Better Multiobjective Water Systems Design.- Particle Evolutionary Swarm for Design Reliability Optimization.- Multiobjective Water Pinch Analysis of the Cuernavaca City Water Distribution Network.- Multi-objective Vehicle Routing Problems Using Two-Fold EMO Algorithms to Enhance Solution Similarity on Non-dominated Solutions.- Multi-objective Optimisation of Turbomachinery Blades Using Tabu Search.

Produktinformationen

Titel: Evolutionary Multi-Criterion Optimization
Untertitel: Third International Conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005, Proceedings
Editor:
EAN: 9783540318804
Digitaler Kopierschutz: Wasserzeichen
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: IT & Internet
Anzahl Seiten: 912
Veröffentlichung: 28.01.2005
Dateigrösse: 20.8 MB

Weitere Bände aus der Buchreihe "Lecture Notes in Computer Science"