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06655nam a22005655i 4500 |
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978-3-319-15892-1 |
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20151204184611.0 |
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|a 10.1007/978-3-319-15892-1
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|a Evolutionary Multi-Criterion Optimization
|h [electronic resource] :
|b 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part II /
|c edited by António Gaspar-Cunha, Carlos Henggeler Antunes, Carlos Coello Coello.
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|a Cham :
|b Springer International Publishing :
|b Imprint: Springer,
|c 2015.
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|a XVII, 591 p. 204 illus.
|b online resource.
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|a text
|b txt
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|a computer
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|a text file
|b PDF
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|a Lecture Notes in Computer Science,
|x 0302-9743 ;
|v 9019
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|a 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.
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|a 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.
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|a Computer science.
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|a Computers.
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| 650 |
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|a Algorithms.
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|a Numerical analysis.
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|a Artificial intelligence.
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|a Application software.
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|a Computer Science.
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|a Numeric Computing.
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| 650 |
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|a Algorithm Analysis and Problem Complexity.
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| 650 |
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|a Computation by Abstract Devices.
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| 650 |
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|a Artificial Intelligence (incl. Robotics).
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| 650 |
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|a Computer Applications.
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| 700 |
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|a Gaspar-Cunha, António.
|e editor.
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|a Henggeler Antunes, Carlos.
|e editor.
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| 700 |
1 |
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|a Coello, Carlos Coello.
|e editor.
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| 710 |
2 |
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|a SpringerLink (Online service)
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|t Springer eBooks
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| 776 |
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8 |
|i Printed edition:
|z 9783319158914
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| 830 |
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|a Lecture Notes in Computer Science,
|x 0302-9743 ;
|v 9019
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| 856 |
4 |
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|u http://dx.doi.org/10.1007/978-3-319-15892-1
|z Full Text via HEAL-Link
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| 912 |
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|a ZDB-2-SCS
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| 912 |
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|a ZDB-2-LNC
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| 950 |
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|a Computer Science (Springer-11645)
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