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).
Publish Date
2013
Publisher
Springer Berlin Heidelberg,
Imprint: Springer
Language
English
Pages
639
Subjects
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Applications of Evolutionary Computation: 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013. Proceedings
2013, Springer Berlin Heidelberg, Imprint: Springer
electronic resource :
in English
3642371922 9783642371929
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Book Details
Table of 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
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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
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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
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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
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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
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An Ant-Based Selection Hyper heuristic for Dynamic Environments.
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