Applications of Evolutionary Computing : 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013, Proceedings / edited by Anna I. Esparcia-Alcázar.

Format:

Book

Contributor:

Esparcia-Alcázar, Anna Isabel, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Theoretical computer science and general issues ; SL 1, 7835.

Theoretical Computer Science and General Issues ; 7835

Language:

English

Subjects (All):

Algorithms.

Artificial intelligence.

Pattern perception.

Computer networks.

Computers.

Application software.

Algorithm Analysis and Problem Complexity.

Artificial Intelligence.

Pattern Recognition.

Computer Communication Networks.

Computation by Abstract Devices.

Computer Applications.

Local Subjects:

Algorithm Analysis and Problem Complexity.

Artificial Intelligence.

Pattern Recognition.

Computer Communication Networks.

Computation by Abstract Devices.

Computer Applications.

Physical Description:

1 online resource (XXVIII, 639 pages) : 210 illustrations.

Edition:

First edition 2013.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.

System Details:

text file PDF

Summary:

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 presented were carefully reviewed and selected from 119 submissions. EvoApplications 2013 consisted of the following 12 tracks: EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (evolutionary algorithms and complex systems), EvoENERGY (evolutionary computation in energy applications), EvoFIN (evolutionary and natural computation in finance and economics), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in image analysis, signal processing, and pattern recognition), EvoINDUSTRY (nature-inspired techniques in industrial settings), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defence applications), EvoROBOT (evolutionary computation in robotics), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).

Contents:

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.

Other Format:

Printed edition:

ISBN:

978-3-642-37192-9

9783642371929

Access Restriction:

Restricted for use by site license.