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Applications of Evolutionary Computation

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Cover of 'Applications of Evolutionary Computation'

Table of Contents

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    Book Overview
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    Chapter 1 Applications of Evolutionary Computation
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    Chapter 2 Routing Low-Speed Traffic Requests onto High-Speed Lightpaths by Using a Multiobjective Firefly Algorithm
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    Chapter 3 Pareto-optimal Glowworm Swarms Optimization for Smart Grids Management
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    Chapter 4 An Overlay Approach for Optimising Small-World Properties in VANETs
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    Chapter 5 Impact of the Number of Beacons in PSO-Based Auto-localization in UWB Networks
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    Chapter 6 Load Balancing in Distributed Applications Based on Extremal Optimization
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    Chapter 7 A Framework for Modeling Automatic Offloading of Mobile Applications Using Genetic Programming
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    Chapter 8 Solving the Location Areas Scheme in Realistic Networks by Using a Multi-objective Algorithm
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    Chapter 9 The Small-World Phenomenon Applied to a Self-adaptive Resources Selection Model
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    Chapter 10 Partial Imitation Hinders Emergence of Cooperation in the Iterated Prisoner’s Dilemma with Direct Reciprocity
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    Chapter 11 A Memetic Approach to Bayesian Network Structure Learning
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    Chapter 12 Multiobjective Evolutionary Strategy for Finding Neighbourhoods of Pareto-optimal Solutions
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    Chapter 13 Genetic Programming-Based Model Output Statistics for Short-Range Temperature Prediction
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    Chapter 14 Evolutionary Multi-Agent System in Hard Benchmark Continuous Optimisation
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    Chapter 15 Domestic Load Scheduling Using Genetic Algorithms
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    Chapter 16 Evolutionary Algorithm Based Control Policies for Flexible Optimal Power Flow over Time
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    Chapter 17 Using a Genetic Algorithm for the Determination of Power Load Profiles
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    Chapter 18 Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data
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    Chapter 19 Evolving Non-Intrusive Load Monitoring
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    Chapter 20 On the Utility of Trading Criteria Based Retraining in Forex Markets
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    Chapter 21 Identifying Market Price Levels Using Differential Evolution
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    Chapter 22 Evolving Hierarchical Temporal Memory-Based Trading Models
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    Chapter 23 Robust Estimation of Vector Autoregression (VAR) Models Using Genetic Algorithms
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    Chapter 24 Usage Patterns of Trading Rules in Stock Market Trading Strategies Optimized with Evolutionary Methods
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    Chapter 25 Combining Technical Analysis and Grammatical Evolution in a Trading System
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    Chapter 26 A Card Game Description Language
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    Chapter 27 Generating Map Sketches for Strategy Games
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    Chapter 28 A Procedural Balanced Map Generator with Self-adaptive Complexity for the Real-Time Strategy Game Planet Wars
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    Chapter 29 Mechanic Miner: Reflection-Driven Game Mechanic Discovery and Level Design
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    Chapter 30 Generating Artificial Neural Networks for Value Function Approximation in a Domain Requiring a Shifting Strategy
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    Chapter 31 Comparing Evolutionary Algorithms to Solve the Game of MasterMind
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    Chapter 32 A Genetic Algorithm for Color Image Segmentation
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    Chapter 33 Multiobjective Projection Pursuit for Semisupervised Feature Extraction
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    Chapter 34 Land Cover/Land Use Multiclass Classification Using GP with Geometric Semantic Operators
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    Chapter 35 Adding Chaos to Differential Evolution for Range Image Registration
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    Chapter 36 Genetic Programming for Automatic Construction of Variant Features in Edge Detection
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    Chapter 37 Automatic Construction of Gaussian-Based Edge Detectors Using Genetic Programming
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    Chapter 38 Implicit Fitness Sharing for Evolutionary Synthesis of License Plate Detectors
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    Chapter 39 Feedback-Based Image Retrieval Using Probabilistic Hypergraph Ranking Augmented by Ant Colony Algorithm
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    Chapter 40 An Evolutionary Approach for Automatic Seedpoint Setting in Brain Fiber Tracking
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    Chapter 41 Prediction of Forest Aboveground Biomass: An Exercise on Avoiding Overfitting
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    Chapter 42 Human Action Recognition from Multi-Sensor Stream Data by Genetic Programming
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    Chapter 43 Novel Initialisation and Updating Mechanisms in PSO for Feature Selection in Classification
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    Chapter 44 CodeMonkey; a GUI Driven Platform for Swift Synthesis of Evolutionary Algorithms in Java
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    Chapter 45 Multi-Objective Optimizations of Structural Parameter Determination for Serpentine Channel Heat Sink
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    Chapter 46 Towards Non-linear Constraint Estimation for Expensive Optimization
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    Chapter 47 Repair Methods for Box Constraints Revisited
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    Chapter 48 Scalability of Population-Based Search Heuristics for Many-Objective Optimization
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    Chapter 49 On GPU Based Fitness Evaluation with Decoupled Training Partition Cardinality
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    Chapter 50 EvoSpace: A Distributed Evolutionary Platform Based on the Tuple Space Model
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    Chapter 51 Cloud Driven Design of a Distributed Genetic Programming Platform
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    Chapter 52 Cloud Scale Distributed Evolutionary Strategies for High Dimensional Problems
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    Chapter 53 Malicious Automatically Generated Domain Name Detection Using Stateful-SBB
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    Chapter 54 Applications of Evolutionary Computation
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    Chapter 55 Co-evolutionary Approach to Design of Robotic Gait
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    Chapter 56 A Comparison between Different Encoding Strategies for Snake-Like Robot Controllers
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    Chapter 57 MONEE: Using Parental Investment to Combine Open-Ended and Task-Driven Evolution
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    Chapter 58 Virtual Spatiality in Agent Controllers: Encoding Compartmentalization
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    Chapter 59 Evolving Counter-Propagation Neuro-controllers for Multi-objective Robot Navigation
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    Chapter 60 Toward Automatic Gait Generation for Quadruped Robots Using Cartesian Genetic Programming
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    Chapter 61 Adapting the Pheromone Evaporation Rate in Dynamic Routing Problems
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    Chapter 62 Finding Robust Solutions to Dynamic Optimization Problems
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    Chapter 63 An Ant-Based Selection Hyper-heuristic for Dynamic Environments
Attention for Chapter 2: Routing Low-Speed Traffic Requests onto High-Speed Lightpaths by Using a Multiobjective Firefly Algorithm
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Chapter title
Routing Low-Speed Traffic Requests onto High-Speed Lightpaths by Using a Multiobjective Firefly Algorithm
Chapter number 2
Book title
Applications of Evolutionary Computation
Published in
Lecture notes in computer science, April 2013
DOI 10.1007/978-3-642-37192-9_2
Book ISBNs
978-3-64-237191-2, 978-3-64-237192-9
Authors

Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez

Editors

Anna I. Esparcia-Alcázar