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

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...

Full description

Bibliographic Details
Other Authors: Gaspar-Cunha, António (Editor), Henggeler Antunes, Carlos (Editor), Coello, Carlos Coello (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2015, 2015
Edition:1st ed. 2015
Series:Theoretical Computer Science and General Issues
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Multi-Objective Optimization of Barrier Coverage with Wireless Sensors
  • Comparison of Single and Multi-objective Evolutionary Algorithms for Robust Link-state Routing
  • Aircraft Air Inlet Design Optimization via Surrogate-Assisted Evolutionary Computation
  • Diesel Engine Drive-Cycle Optimization with theIntegrated 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
  • 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
  • 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
  • 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