Evolutionary Multi-Criterion Optimization: 7th International Conference, EMO 2013, Sheffield, UK, March 19-22, 2013. Proceedings

Front Matter....Pages -
Many-Objective Visual Analytics: Rethinking the Design of Complex Engineered Systems....Pages 1-1
Evolutionary Multiobjective Optimization and Uncertainty....Pages 2-2
Integrating Problem Analysis and Algorithmic Development in MCDA....Pages 3-3
 Innovization : Discovery of Innovative Solution Principles Using Multi-Objective Optimization....Pages 4-5
‘Hang On a Minute’: Investigations on the Effects of Delayed Objective Functions in Multiobjective Optimization....Pages 6-20
Optimization of Adaptation - A Multi-objective Approach for Optimizing Changes to Design Parameters....Pages 21-35
Multi-objective AI Planning: Evaluating DaE YAHSP on a Tunable Benchmark....Pages 36-50
Multi-objective Topic Modeling....Pages 51-65
Indicator Based Search in Variable Orderings: Theory and Algorithms....Pages 66-80
Preference Articulation by Means of the R 2 Indicator....Pages 81-95
Do Hypervolume Regressions Hinder EMOA Performance? Surprise and Relief....Pages 96-110
Cone-Based Hypervolume Indicators: Construction, Properties, and Efficient Computation....Pages 111-127
Many-Objective Optimization Using Taxi-Cab Surface Evolutionary Algorithm....Pages 128-142
IPESA-II: Improved Pareto Envelope-Based Selection Algorithm II....Pages 143-155
Theory and Algorithms for Finding Knees....Pages 156-170
Knowledge Transfer Strategies for Vector Evaluated Particle Swarm Optimization....Pages 171-184
Hypervolume-Based Multi-Objective Path Relinking Algorithm....Pages 185-199
Multiobjective Path Relinking for Biclustering: Application to Microarray Data....Pages 200-214
Selection Operators Based on Maximin Fitness Function for Multi-Objective Evolutionary Algorithms....Pages 215-229
Difficulty in Evolutionary Multiobjective Optimization of Discrete Objective Functions with Different Granularities....Pages 230-245
Solution of Multi-objective Min-Max and Max-Min Games by Evolution....Pages 246-260
A Comparative Study on Evolutionary Algorithms for Many-Objective Optimization....Pages 261-275
Effect of Dominance Balance in Many-Objective Optimization....Pages 276-290
An Alternative Preference Relation to Deal with Many-Objective Optimization Problems....Pages 291-306
An Improved Adaptive Approach for Elitist Nondominated Sorting Genetic Algorithm for Many-Objective Optimization....Pages 307-321
Adaptive ε -Sampling and ε -Hood for Evolutionary Many-Objective Optimization....Pages 322-336
‘‘Whatever Works Best for You’’- A New Method for a Priori and Progressive Multi-objective Optimisation....Pages 337-351
Hypervolume-Based Multi-Objective Reinforcement Learning....Pages 352-366
A Theoretical Analysis of Curvature Based Preference Models....Pages 367-382
Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization....Pages 383-397
Approximation Model Guided Selection for Evolutionary Multiobjective Optimization....Pages 398-412
A Decomposition Based Evolutionary Algorithm for Many Objective Optimization with Systematic Sampling and Adaptive Epsilon Control....Pages 413-427
Generalized Decomposition....Pages 428-442
Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation....Pages 443-458
Relation between Neighborhood Size and MOEA/D Performance on Many-Objective Problems....Pages 459-474
Multiple Criteria Hierarchy Process for the Choquet Integral....Pages 475-489
Selection of Inspection Intervals Based on Multi-attribute Utility Theory....Pages 490-499
Minimizing the Compensatory Effect of MCDM Group Decision Additive Aggregation Using the Veto Concept....Pages 500-512
A Dimensionally-Aware Genetic Programming Architecture for Automated Innovization....Pages 513-527
A New Multiobjective Genetic Programming for Extraction of Design Information from Non-dominated Solutions....Pages 528-542
Evidence Accumulation in Multiobjective Data Clustering....Pages 543-557
Visualising High-Dimensional Pareto Relationships in Two-Dimensional Scatterplots....Pages 558-572
A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction....Pages 573-586
Performance of Specific vs. Generic Feature Sets in Polyphonic Music Instrument Recognition....Pages 587-599
Multi-objectivization of the Tool Selection Problem on a Budget of Evaluations....Pages 600-614
Applying Bi-level Multi-Objective Evolutionary Algorithms for Optimizing Composites Manufacturing Processes....Pages 615-627
Multi-criteria Optimization for Parameter Estimation of Physical Models in Combustion Engine Calibration....Pages 628-640
A Real-World Application of a Many-Objective Optimisation Complexity Reduction Process....Pages 641-655
Knowledge Extraction for Structural Design of Regional Jet Horizontal Tail Using Multi-Objective Design Exploration (MODE)....Pages 656-668
Application of the MOAA to Satellite Constellation Refueling Optimization....Pages 669-684
Parametric Design Optimisation for Planetary Landing Systems....Pages 685-695
Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators....Pages 696-709
An Application of a Multicriteria Approach to Compare Economic Sectors: The Case of Sinaloa, Mexico....Pages 710-725
Multi-objective Optimisation for Social Cost Benefit Analysis: An Allegory....Pages 726-740
Biobjective Optimisation of Preliminary Aircraft Trajectories....Pages 741-755
A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets....Pages 756-770
Multi-Objective Evolutionary Algorithm with Node-Depth Encoding and Strength Pareto for Service Restoration in Large-Scale Distribution Systems....Pages 771-786
A DSS Based on Multiple Criteria Decision Making for Maintenance Planning in an Electrical Power Distributor....Pages 787-795
Multi-objective Optimization under Uncertain Objectives: Application to Engineering Design Problem....Pages 796-810
Decision-Maker Preference Modeling in Interactive Multiobjective Optimization....Pages 811-824
Automatically Improving the Anytime Behaviour of Multiobjective Evolutionary Algorithms....Pages 825-840
Back Matter....Pages -