Evolutionary Multi-criterion Optimization: 8th International Conference, Emo 2015, Guimarães, Portugal, March 29 --april 1, 2015. Proceedings, Part Ii (lecture Notes In Computer Science)

This Book Constitutes The Refereed Proceedings Of The 8th International Conference On Evolutionary Multi-criterion Optimization, Emo 2015 Held In Guimarães, Portugal In March/april 2015. The 68 Revised Full Papers Presented Together With 4 Plenary Talks Were Carefully Reviewed And Selected From 90 Submissions. The Emo 2015 Aims To Continue These Type Of Developments, Being The Papers Presented Focused In: Theoretical Aspects, Algorithms Development, Many-objectives Optimization, Robustness And Optimization Under Uncertainty, Performance Indicators, Multiple Criteria Decision Making And Real-world Applications. Many-objectives Optimization, Performance And Robustness -- Evolutionary Many-objective Optimization Based On Kuhn-munkres’ Algorithm -- A Kkt Proximity Measure For Evolutionary Multi-objective And Many-objective Optimization -- U-nsga-iii: A Unified Evolutionary Optimization Procedure For Single, Multiple, And Many Objectives – Proof-of- Principle Results -- Clustering Based Parallel Many-objective Evolutionary Algorithms Using The Shape Of The Objective Vectors -- Faster Exact Algorithms For Computing Expected Hypervolume Improvement -- A Gpu-based Algorithm For A Faster Hypervolume Contribution Computation -- A Feature-based Performance Analysis In Evolutionary Multiobjective Optimization -- Modified Distance Calculation In Generational Distance And Inverted Generational Distance -- On The Behavior Of Stochastic Local Search Within Parameter Dependent Mops -- An Evolutionary Approach To Active Robust Multiobjective Optimisation --^ Linear Scalarization Pareto Front Identification In Stochastic Environments -- Elite Accumulative Sampling Strategies For Noisy Multi-objective Optimisation -- Guideline Identification For Optimization Under Uncertainty Through The Optimization Of A Boomerang Trajectory -- Mcdm -- Using Indifference Information In Robust Ordinal Regression -- A Multi-objective Genetic Algorithm For Inferring Inter-criteria Parameters For Water Supply Consensus -- Genetic Algorithm Approach For A Class Of Multi-criteria, Multi-vehicle Planner Of Uavs -- An Interactive Evolutionary Multiobjective Optimization Method: Interactive Wasf-ga -- On Generalizing Lipschitz Global Methods For Multiobjective Optimization -- Dealing With Scarce Optimization Time In Complex Logistics Optimization: A Study On The Biobjective Swap-body Inventory Routing Problem -- Machine Decision Makers As A Laboratory For Interactive Emo -- Real World Applications --^ Aircraft Air Inlet Design Optimization Via Surrogate-assisted Evolutionary Computation -- Diesel Engine Drive-cycle Optimization With The Integrated Optimization Environment – Liger -- Re-design For Robustness: An Approach Based On Many Objective Optimization -- A Model For A Human Decision-maker In A Polymer Extrusion Process -- Multi-objective Optimization Of Gate Location And Processing Conditions In Injection Molding Using Moeas: Experimental Assessment -- A Multi-criteria Decision Support System For A Routing Problem In Waste Collection -- Application Of Evolutionary Multiobjective Algorithms For Solving The Problem Of Energy Dispatch In Hydroelectric Power Plants -- Solutions In Under 10 Seconds For Vehicle Routing Problems With Time Windows Using Commodity Computers -- A Comparative Study Of Algorithms For Solving The Multiobjective Open-pit Mining Operational Planning Problems --^ A Model To Select A Portfolio Of Multiple Spare Parts For A Public Bus Transport Service Using Nsga Ii.-a Multi-objective Optimization Approach Associated To Climate Change Analysis To Improve Systematic Conservation Planning -- Marginalization In Mexico: An Application Of The Electre Iii[pleaseinsertintopreamble]moea Methodology -- Integrating Hierarchical Clustering And Pareto-efficacy To Preventive Controls Selection In Voltage Stability Assessment -- Multi-objective Evolutionary Algorithm With Discrete Differential Mutation Operator For Service Restoration In Largescale -- Distribution Systems -- Combining Data Mining And Evolutionary Computation For Multi-criteria Optimization Of Earthworks -- Exploration Of Two-objective Scenarios On Supervised Evolutionary Feature Selection: A Survey And A Case Study -- (application To Music Categorisation) -- A Multi-objective Approach For Building Hyperspectral Remote Sensed Image Classifier Combiners --^ Multi-objective Optimization Of Barrier Coverage With Wireless Sensors -- Comparison Of Single And Multi-objective Evolutionary Algorithms For Robust Link-state Routing. Edited By António Gaspar-cunha, Carlos Henggeler Antunes, Carlos Coello Coello. 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