Evolutionary Multi-Criterion Optimization: 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part II

Front Matter....Pages I-XVII
Front Matter....Pages 1-1
Evolutionary Many-Objective Optimization Based on Kuhn-Munkres’ Algorithm....Pages 3-17
An Optimality Theory Based Proximity Measure for Evolutionary Multi-Objective and Many-Objective Optimization....Pages 18-33
U-NSGA-III: A Unified Evolutionary Optimization Procedure for Single, Multiple, and Many Objectives: Proof-of-Principle Results....Pages 34-49
Clustering Based Parallel Many-Objective Evolutionary Algorithms Using the Shape of the Objective Vectors....Pages 50-64
Faster Exact Algorithms for Computing Expected Hypervolume Improvement....Pages 65-79
A GPU-Based Algorithm for a Faster Hypervolume Contribution Computation....Pages 80-94
A Feature-Based Performance Analysis in Evolutionary Multiobjective Optimization....Pages 95-109
Modified Distance Calculation in Generational Distance and Inverted Generational Distance....Pages 110-125
On the Behavior of Stochastic Local Search Within Parameter Dependent MOPs....Pages 126-140
An Evolutionary Approach to Active Robust Multiobjective Optimisation....Pages 141-155
Linear Scalarization for Pareto Front Identification in Stochastic Environments....Pages 156-171
Elite Accumulative Sampling Strategies for Noisy Multi-objective Optimisation....Pages 172-186
Guideline Identification for Optimization Under Uncertainty Through the Optimization of a Boomerang Trajectory....Pages 187-201
Front Matter....Pages 203-203
Using Indifference Information in Robust Ordinal Regression....Pages 205-217
A Multi-objective Genetic Algorithm for Inferring Inter-criteria Parameters for Water Supply Consensus....Pages 218-233
Genetic Algorithm Approach for a Class of Multi-Criteria, Multi-Vehicle Planner of UAVs....Pages 234-248
An Interactive Evolutionary Multiobjective Optimization Method: Interactive WASF-GA....Pages 249-263
On Generalizing Lipschitz Global Methods forMultiobjective Optimization....Pages 264-278
Dealing with Scarce Optimization Time in Complex Logistics Optimization: A Study on the Biobjective Swap-Body Inventory Routing Problem....Pages 279-294
Machine Decision Makers as a Laboratory for Interactive EMO....Pages 295-309
Front Matter....Pages 311-311
Aircraft Air Inlet Design Optimization via Surrogate-Assisted Evolutionary Computation....Pages 313-327
Diesel Engine Drive-Cycle Optimization with Liger....Pages 328-342
Re-design for Robustness: An Approach Based on Many Objective Optimization....Pages 343-357
A Model for a Human Decision-Maker in a Polymer Extrusion Process....Pages 358-372
Multi-Objective Optimization of Gate Location and Processing Conditions in Injection Molding Using MOEAs: Experimental Assessment....Pages 373-387
A Multi-Criteria Decision Support System for a Routing Problem in Waste Collection....Pages 388-402
Application of Evolutionary Multiobjective Algorithms for Solving the Problem of Energy Dispatch in Hydroelectric Power Plants....Pages 403-417
Solutions in Under 10 Seconds for Vehicle Routing Problems with Time Windows Using Commodity Computers....Pages 418-432
A Comparative Study of Algorithms for Solving the Multiobjective Open-Pit Mining Operational Planning Problems....Pages 433-447
A Model to Select a Portfolio of Multiple Spare Parts for a Public Bus Transport Service Using NSGA II....Pages 448-457
A Multi-objective Optimization Approach Associated to Climate Change Analysis to Improve Systematic Conservation Planning....Pages 458-472
Marginalization in Mexico: An Application of the ELECTRE III–MOEA Methodology....Pages 473-486
Integrating Hierarchical Clustering and Pareto-Efficiency to Preventive Controls Selection in Voltage Stability Assessment....Pages 487-497
Multi-objective Evolutionary Algorithm with Discrete Differential Mutation Operator for Service Restoration in Large-Scale Distribution Systems....Pages 498-513
Combining Data Mining and Evolutionary Computation for Multi-criteria Optimization of Earthworks....Pages 514-528
Exploration of Two-Objective Scenarios on Supervised Evolutionary Feature Selection: A Survey and a Case Study (Application to Music Categorisation)....Pages 529-543
A Multi-objective Approach for Building Hyperspectral Remote Sensed Image Classifier Combiners....Pages 544-556
Multi-objective Optimization of Barrier Coverage with Wireless Sensors....Pages 557-572
Comparison of Single and Multi-objective Evolutionary Algorithms for Robust Link-State Routing....Pages 573-587
Back Matter....Pages 589-591