國立高雄大學圖資館 |

Evolutionary multi-criterion optimization8th International Conference, EMO 2015, Guimaraes, Portugal, March 29 - April 1, 2015 : proceedings.Part II /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Evolutionary multi-criterion optimizationedited by Antonio Gaspar-Cunha, Carlos Henggeler Antunes, Carlos Coello Coello.
Reminder of title:	8th International Conference, EMO 2015, Guimaraes, Portugal, March 29 - April 1, 2015 : proceedings.
remainder title:	EMO 2015
other author:	Gaspar-Cunha, Antonio.
corporate name:
Published:	Cham :Springer International Publishing :2015.
Description:	xvii, 591 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Mathematical optimization
Online resource:	http://dx.doi.org/10.1007/978-3-319-15892-1
ISBN:	9783319158921 (electronic bk.)

Evolutionary multi-criterion optimization8th International Conference, EMO 2015, Guimaraes, Portugal, March 29 - April 1, 2015 : proceedings.Part II /
Evolutionary multi-criterion optimization8th International Conference, EMO 2015, Guimaraes, Portugal, March 29 - April 1, 2015 : proceedings.Part II /[electronic resource] :EMO 2015edited by Antonio Gaspar-Cunha, Carlos Henggeler Antunes, Carlos Coello Coello. - Cham :Springer International Publishing :2015. - xvii, 591 p. :ill., digital ;24 cm. - Lecture notes in computer science,90190302-9743 ;. - Lecture notes in computer science ;4891..

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.

This book constitutes the refereed proceedings of the 8th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2015 held in Guimaraes, 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.

ISBN: 9783319158921 (electronic bk.)

Standard No.: 10.1007/978-3-319-15892-1doiSubjects--Topical Terms:

252884
Mathematical optimization

LC Class. No.: QA402.5

Dewey Class. No.: 519.6

Evolutionary multi-criterion optimization8th International Conference, EMO 2015, Guimaraes, Portugal, March 29 - April 1, 2015 : proceedings.Part II /
LDR:05714nmm a2200337 a 4500 001 462539
003 DE-He213
005 20151022141220.0
006 m d
007 cr nn 008maaau
008 151119s2015 gw s 0 eng d
020 $a 9783319158921 (electronic bk.)
020 $a 9783319158914 (paper)
024 7 $a 10.1007/978-3-319-15892-1 $2 doi
035 $a 978-3-319-15892-1
040 $a GP $c GP
041 0 $a eng
050 4 $a QA402.5
072 7 $a UYA $2 bicssc
072 7 $a COM051300 $2 bisacsh
082 0 4 $a 519.6 $2 23
090 $a QA402.5 $b .E54 2015
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Evolutionary multi-criterion optimization $h [electronic resource] : $b 8th International Conference, EMO 2015, Guimaraes, Portugal, March 29 - April 1, 2015 : proceedings. $n Part II / $c edited by Antonio Gaspar-Cunha, Carlos Henggeler Antunes, Carlos Coello Coello.
246 3 $a EMO 2015
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2015.
300 $a xvii, 591 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $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 Guimaraes, 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 Mathematical optimization $3 252884
650 0 $a Evolutionary computation $v Congresses. $3 438415
650 1 4 $a Computer Science. $3 212513
650 2 4 $a Numeric Computing. $3 275524
650 2 4 $a Algorithm Analysis and Problem Complexity. $3 273702
650 2 4 $a Computation by Abstract Devices. $3 273703
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 252959
650 2 4 $a Computer Applications. $3 273760
700 1 $a Gaspar-Cunha, Antonio. $3 514369
700 1 $a Henggeler Antunes, Carlos. $3 715562
700 1 $a Coello Coello, Carlos. $3 715563
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-15892-1
950 $a Computer Science (Springer-11645)