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Evolutionary Multi-Criterion Optimization : 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part II / edited by António Gaspar-Cunha, Carlos Henggeler Antunes, Carlos Coello Coello.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Theoretical computer science and general issues 2512-2029 ; SL 1, 9019
- Theoretical Computer Science and General Issues, 2512-2029 ; 9019
- Language:
- English
- Subjects (All):
- Numerical analysis.
- Algorithms.
- Computer science.
- Artificial intelligence.
- Application software.
- Numerical Analysis.
- Theory of Computation.
- Artificial Intelligence.
- Computer and Information Systems Applications.
- Local Subjects:
- Numerical Analysis.
- Algorithms.
- Theory of Computation.
- Artificial Intelligence.
- Computer and Information Systems Applications.
- Physical Description:
- 1 online resource (XVII, 591 pages) : 204 illustrations
- Edition:
- 1st ed. 2015.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2015.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-319-15892-1
- 9783319158921
- Access Restriction:
- Restricted for use by site license.
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