Applications of Evolutionary Computing 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013, Proceedings /

This book constitutes the refereed proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2013, held in Vienna, Austria, in April 2013, colocated with the Evo* 2013 events EuroGP, EvoCOP, EvoBIO, and EvoMUSART. The 65 revised full papers presente...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Esparcia-Alcázar, Anna I. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Theoretical Computer Science and General Issues, 7835
Temas:
Algorithms.
Artificial intelligence.
Pattern recognition systems.
Computer networks .
Computer science.
Application software.
Artificial Intelligence.
Automated Pattern Recognition.
Computer Communication Networks.
Theory of Computation.
Computer and Information Systems Applications.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • An Evolutionary Framework for Routing Protocol Analysis in Wireless Sensor Networks
  • Routing Low-Speed Traffic Requests onto High-Speed Lightpaths by Using a Multiobjective Firefly Algorithm
  • Pareto-optimal Glowworm Swarms Optimization for Smart Grids Management
  • An Overlay Approach for Optimising Small-World Properties in VANETs
  • Impact of the Number of Beacons in PSO-Based Auto-localization in UWB Networks
  • Load Balancing in Distributed Applications Based on Extremal Optimization
  • A Framework for Modeling Automatic Offloading of Mobile Applications Using Genetic Programming
  • Solving the Location Areas Scheme in Realistic Networks by Using a Multi-objective Algorithm
  • The Small-World Phenomenon Applied to a Self-adaptive Resources Selection Model
  • Partial Imitation Hinders Emergence of Cooperation in the Iterated Prisoner's Dilemma with Direct Reciprocity
  • A Memetic Approach to Bayesian Network Structure Learning
  • Multiobjective Evolutionary Strategy for Finding Neighbourhoods of Pareto-optimal Solutions
  • Genetic Programming-Based Model Output Statistics for Short-Range Temperature Prediction
  • Evolutionary Multi-Agent System in Hard Benchmark Continuous Optimisation
  • Domestic Load Scheduling Using Genetic Algorithms
  • Evolutionary Algorithm Based Control Policies for Flexible Optimal Power Flow over Time
  • Using a Genetic Algorithm for the Determination of Power Load Profiles
  • Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data
  • Evolving Non-Intrusive Load
  • On the Utility of Trading Criteria Based Retraining in Forex Markets
  • Identifying Market Price Levels Using Differential Evolution
  • Evolving Hierarchical Temporal Memory-Based Trading Models
  • Robust Estimation of Vector Autoregression (VAR) Models Using Genetic Algorithms
  • Usage Patterns of Trading Rules in Stock Market Trading Strategies Optimized with Evolutionary Methods
  • Combining Technical Analysis and Grammatical Evolution in a Trading System
  • A Card Game Description Language
  • Generating Map Sketches for Strategy Games
  • A Procedural Balanced Map Generator with Self-adaptive Complexity for the Real-Time Strategy Game Planet Wars
  • Mechanic Miner: Reflection-Driven Game Mechanic Discovery and Level Design
  • Generating Artificial Neural Networks for Value Function Approximation in a Domain Requiring a Shifting Strategy
  • Comparing Evolutionary Algorithms to Solve the Game of MasterMind
  • A Genetic Algorithm for Color Image Segmentation
  • Multiobjective Projection Pursuit for Semisupervised Feature Extraction
  • Land Cover/Land Use Multiclass Classification Using GP with Geometric Semantic Operators
  • Adding Chaos to Differential Evolution for Range Image Registration
  • Genetic Programming for Automatic Construction of Variant Features in Edge Detection
  • Automatic Construction of Gaussian-Based Edge Detectors Using Genetic Programming
  • Implicit Fitness Sharing for Evolutionary Synthesis of License Plate Detectors
  • Feedback-Based Image Retrieval Using Probabilistic Hypergraph Ranking Augmented by Ant Colony Algorithm
  • An Evolutionary Approach for Automatic Seedpoint Setting in Brain Fiber Tracking
  • Prediction of Forest Aboveground Biomass: An Exercise on Avoiding Overfitting
  • Human Action Recognition from Multi-Sensor Stream Data by Genetic Programming
  • Novel Initialisation and Updating Mechanisms in PSO for Feature Selection in Classification
  • CodeMonkey; a GUI Driven Platform for Swift Synthesis of Evolutionary Algorithms in Java
  • Multi-Objective Optimizations of Structural Parameter Determination for Serpentine Channel Heat Sink
  • Towards Non-linear ConstraintEstimation for Expensive Optimization Repair Methods for Box Constraints Revisited
  • Scalability of Population-Based Search Heuristics for Many-Objective Optimization
  • On GPU Based Fitness Evaluation with Decoupled Training Partition Cardinality.-EvoSpace: A Distributed Evolutionary Platform Based on the Tuple Space Model
  • Cloud Driven Design of a Distributed Genetic Programming Platform
  • Cloud Scale Distributed Evolutionary Strategies for High Dimensional Problems
  • Evolving Gaits for Physical Robots with the HyperNEAT Generative Encoding: The Benefits of Simulation
  • Co-evolutionary Approach to Design of Robotic Gait
  • A Comparison between Different Encoding Strategies for Snake-Like Robot Controllers
  • Virtual Spatiality in Agent Controllers: Encoding Compartmentalization
  • Evolving Counter-Propagation Neuro-controllers for Multi-objective Robot Navigation
  • Toward Automatic Gait Generation for Quadruped Robots Using Cartesian Genetic Programming
  • Adapting the Pheromone Evaporation Rate in Dynamic Routing Problems
  • Finding Robust Solutions to Dynamic Optimization Problems
  • An Ant-Based Selection Hyper heuristic for Dynamic Environments.

Ejemplares similares