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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2015.
|
| Edición: | 1st ed. 2015. |
| Colección: | Theoretical Computer Science and General Issues,
9019 |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 245 | 1 | 0 | |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. |
| 250 | |a 1st ed. 2015. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2015. | |
| 300 | |a XVII, 591 p. 204 illus. |b online resource. | ||
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| 490 | 1 | |a Theoretical Computer Science and General Issues, |x 2512-2029 ; |v 9019 | |
| 505 | 0 | |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. | |
| 520 | |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. | ||
| 650 | 0 | |a Numerical analysis. | |
| 650 | 0 | |a Algorithms. | |
| 650 | 0 | |a Computer science. | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Application software. | |
| 650 | 1 | 4 | |a Numerical Analysis. |
| 650 | 2 | 4 | |a Algorithms. |
| 650 | 2 | 4 | |a Theory of Computation. |
| 650 | 2 | 4 | |a Artificial Intelligence. |
| 650 | 2 | 4 | |a Computer and Information Systems Applications. |
| 700 | 1 | |a Gaspar-Cunha, António. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Henggeler Antunes, Carlos. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Coello, Carlos Coello. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783319158938 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319158914 |
| 830 | 0 | |a Theoretical Computer Science and General Issues, |x 2512-2029 ; |v 9019 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-319-15892-1 |z Texto Completo |
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| 912 | |a ZDB-2-LNC | ||
| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||