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1.

電子ブック

EB
edited by Antonio Gaspar-Cunha, Carlos Henggeler Antunes, Carlos Coello Coello
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9018
オンライン: http://dx.doi.org/10.1007/978-3-319-15934-8
目次情報: 続きを見る
Plenary Talks
Interactive Approaches in Multiple Criteria Decision Making and Evolutionary Multi-objective Optimization
Towards Automatically Configured Multi-objective Optimizers
A Review of Evolutionary Multiobjective Optimization Applications in Aerospace Engineering
Performance evaluation of multiobjective optimization algorithms: quality indicators and the attainment function
Theory and Hyper-Heuristics
A Multimodal Approach for Evolutionary Multi-objective Optimization (MEMO): Proof-of-Principle Results
Unwanted Feature Interactions Between the Problem and Search Operators in Evolutionary Multi-objective Optimization
Neutral but a Winner! How Neutrality helps Multiobjective Local Search Algorithms
To DE or not to DE? Multi-Objective Differential Evolution Revisited from a Component-Wise Perspective
Model-Based Multi-Objective Optimization: Taxonomy, Multi-Point Proposal, Toolbox and Benchmark
Temporal Innovization: Evolution of Design Principles Using Multi-objective ?Optimization
MOEA/D-HH: A Hyper-Heuristic for Multi-objective Problems
Using hyper-heuristic to select leader and archiving methods for many-objective problems
Algorithms
Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts
MOEA/PC: Multiobjective Evolutionary Algorithm Based on Polar Coordinates
GD-MOEA: A New Multi-Objective Evolutionary Algorithm based on the Generational Distance Indicator
Experiments on Local Search for Bi-objective Unconstrained Binary Quadratic Programming
A Bug in the Multiobjective Optimizer IBEA: Salutary Lessons for Code Release and a Performance Re-Assessment
A Knee-based EMO Algorithm with an Efficient Method to Update Mobile Reference Points
A Hybrid Algorithm for Stochastic Multiobjective Programming Problem
Parameter Tuning of MOEAs using a Bilevel Optimization Approach
Pareto adaptive scalarising functions for decomposition based algorithms
A bi-level multiobjective PSO algorithm
An interactive simple indicator-based evolutionary algorithm (I-SIBEA) for multiobjective optimization problems
Combining Non-dominance, Objective-sorted and Spread Metric to Extend Firefly Algorithm to Multi-objective Optimization
GACO: a parallel evolutionary approach to multi-objective scheduling
Kriging Surrogate Model Enhanced by Coordinate Transformation of Design Space Based on Eigenvalue Decomposition
A Parallel Multi-Start NSGA II Algorithm for Multiobjective Energy Reduction Vehicle Routing Problem
Evolutionary Inference of Attribute-based Access Control Policies
Hybrid Dynamic Resampling for Guided Evolutionary Multi-Objective Optimization
A Comparison of Decoding Strategies for the 0/1 Multi-objective Unit Commitment Problem
Comparing Decomposition-based and Automatically Component-Wise Designed Multi-objective Evolutionary Algorithms
Upper Confidence Bound (UCB) Algorithms for Adaptive Operator Selection in MOEA/D
Towards Understanding Bilevel Multi-objective Optimization with Deterministic Lower Level Decisions
Plenary Talks
Interactive Approaches in Multiple Criteria Decision Making and Evolutionary Multi-objective Optimization
Towards Automatically Configured Multi-objective Optimizers
2.

電子ブック

EB
edited by Penousal Machado, Malcolm I. Heywood, James McDermott, Mauro Castelli, Pablo Garcia-Sanchez, Paolo Burelli, Sebastian Risi, Kevin Sim
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9025
オンライン: http://dx.doi.org/10.1007/978-3-319-16501-1
目次情報: 続きを見る
The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems
Learning Text Patterns Using Separate-and-Conquer Genetic Programming
Improving Geometric Semantic Genetic Programming with Safe Tree Initialisation
Grant Dick On the Generalization Ability of Geometric Semantic Genetic Programming
Automatic Derivation of Search Objectives for Test-Based Genetic Programming
Evolutionary Design of Transistor Level Digital Circuits Using Discrete Simulation
M3GP ? Multiclass Classification with GP
Evolving Ensembles of Dispatching Rules Using Genetic Programming for Job Shop Scheduling
Attributed Grammatical Evolution Using Shared Memory Spaces and Dynamically Typed Semantic Function Specification
Indirectly Encoded Fitness Predictors Coevolved with Cartesian Programs
Tapped Delay Lines for GP Streaming Data Classification with Label Budgets
Cartesian GP in Optimization of Combinational Circuits with Hundreds of Inputs and Thousands of Gates
Genetic Programming for Feature Selection and Question-Answer Ranking in IBM Watson
Automatic Evolution of Parallel Recursive Programs
Proposal and Preliminary Investigation of a Fitness Function for Partial Differential Models
Evolutionary Methods for the Construction of Cryptographic Boolean Functions
TEMPLAR ? A Framework for Template-Method Hyper-Heuristics
Circuit Approximation Using Single- and Multi-objective Cartesian GP
The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems
Learning Text Patterns Using Separate-and-Conquer Genetic Programming
Improving Geometric Semantic Genetic Programming with Safe Tree Initialisation
3.

電子ブック

EB
edited by Antonio Gaspar-Cunha, Carlos Henggeler Antunes, Carlos Coello Coello
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9019
オンライン: http://dx.doi.org/10.1007/978-3-319-15892-1
目次情報: 続きを見る
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
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
4.

電子ブック

EB
edited by Khalid Saeed, Wladyslaw Homenda
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9339
オンライン: http://dx.doi.org/10.1007/978-3-319-24369-6
目次情報: 続きを見る
Algorithms
Biometrics and Biometrics Applications
Data analysis and Information Retrieval
Modelling and Optimization
Pattern Recognition and Image Processing
Various Aspects of Computer Security
Algorithms
Biometrics and Biometrics Applications
Data analysis and Information Retrieval
5.

電子ブック

EB
edited by Antonio M. Mora, Giovanni Squillero
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9028
オンライン: http://dx.doi.org/10.1007/978-3-319-16549-3
目次情報: 続きを見る
Evolutionary computation, machine learning and data mining in computational biology
Nature-inspired techniques for telecommunication networks and other parallel and distributed systems
Evolutionary algorithms and complex systems
Evolutionary computation in energy applications
Evolutionary and natural computation in finance and economics
Bio-inspired algorithms in games
Evolutionary computation in image analysis, signal processing, and pattern recognition
Nature-inspired techniques in industrial settings
Bio-inspired algorithms for continuous parameter optimization
Parallel implementation of evolutionary algorithms
Computational intelligence for risk management, security and defence applications
Evolutionary computation in robotics
Evolutionary algorithms in stochastic and dynamic environments
Evolutionary computation, machine learning and data mining in computational biology
Nature-inspired techniques for telecommunication networks and other parallel and distributed systems
Evolutionary algorithms and complex systems