Applications of Evolutionary Computation

Table of Contents

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   Book Overview
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   Chapter 1 Coevolutionary Dynamics of Interacting Species
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   Chapter 2 Evolving Individual Behavior in a Multi-agent Traffic Simulator
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   Chapter 3 On Modeling and Evolutionary Optimization of Nonlinearly Coupled Pedestrian Interactions
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   Chapter 4 Revising the Trade-off between the Number of Agents and Agent Intelligence
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   Chapter 5 Sexual Recombination in Self-Organizing Interaction Networks
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   Chapter 6 Symbiogenesis as a Mechanism for Building Complex Adaptive Systems: A Review
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   Chapter 7 Co-evolution of Optimal Agents for the Alternating Offers Bargaining Game
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   Chapter 8 Fuzzy Nash-Pareto Equilibrium: Concepts and Evolutionary Detection
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    Chapter 9 An Evolutionary Approach for Solving the Rubik’s Cube Incorporating Exact Methods
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    Chapter 10 Evolution of Artificial Terrains for Video Games Based on Accessibility
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    Chapter 11 Evolving Behaviour Trees for the Commercial Game DEFCON
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    Chapter 12 Evolving 3D Buildings for the Prototype Video Game Subversion
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    Chapter 13 Finding Better Solutions to the Mastermind Puzzle Using Evolutionary Algorithms
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    Chapter 14 Towards a Generic Framework for Automated Video Game Level Creation
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    Chapter 15 Search-Based Procedural Content Generation
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    Chapter 16 Evolution of Grim Trigger in Prisoner Dilemma Game with Partial Imitation
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    Chapter 17 Evolving a Ms. PacMan Controller Using Grammatical Evolution
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    Chapter 18 Evolving Bot AI in Unreal TM
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    Chapter 19 Evolutionary Algorithm for Generation of Entertaining Shinro Logic Puzzles
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    Chapter 20 Social Learning Algorithms Reaching Nash Equilibrium in Symmetric Cournot Games
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    Chapter 21 Multiple Overlapping Tiles for Contextual Monte Carlo Tree Search
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    Chapter 22 A CNN Based Algorithm for the Automated Segmentation of Multiple Sclerosis Lesions
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    Chapter 23 A Hybrid Evolutionary Algorithm for Bayesian Networks Learning: An Application to Classifier Combination
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    Chapter 24 Towards Automated Learning of Object Detectors
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    Chapter 25 Markerless Multi-view Articulated Pose Estimation Using Adaptive Hierarchical Particle Swarm Optimisation
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    Chapter 26 Hand Posture Recognition Using Real-Time Artificial Evolution
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    Chapter 27 Comparing Cellular and Panmictic Genetic Algorithms for Real-Time Object Detection
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    Chapter 28 Bloat Free Genetic Programming versus Classification Trees for Identification of Burned Areas in Satellite Imagery
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    Chapter 29 Genetic Algorithms for Training Data and Polynomial Optimization in Colorimetric Characterization of Scanners
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    Chapter 30 New Genetic Operators in the Fly Algorithm: Application to Medical PET Image Reconstruction
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    Chapter 31 Chaotic Hybrid Algorithm and Its Application in Circle Detection
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    Chapter 32 Content-Based Image Retrieval of Skin Lesions by Evolutionary Feature Synthesis
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    Chapter 33 An Evolutionary Method for Model-Based Automatic Segmentation of Lower Abdomen CT Images for Radiotherapy Planning
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    Chapter 34 Evolution of Communicating Individuals
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    Chapter 35 Dynamic Data Clustering Using Stochastic Approximation Driven Multi-Dimensional Particle Swarm Optimization
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    Chapter 36 Automatic Synthesis of Associative Memories through Genetic Programming: A First Co-evolutionary Approach
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    Chapter 37 A Comparative Study between Genetic Algorithm and Genetic Programming Based Gait Generation Methods for Quadruped Robots
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    Chapter 38 Markerless Localization for Blind Users Using Computer Vision and Particle Swarm Optimization
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    Chapter 39 Particle Swarm Optimization for Feature Selection in Speaker Verification
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    Chapter 40 Scale- and Rotation-Robust Genetic Programming-Based Corner Detectors
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    Chapter 41 Self-organized and Evolvable Cognitive Architecture for Intelligent Agents and Multi-Agent Systems
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    Chapter 42 Investigating the Local-Meta-Model CMA-ES for Large Population Sizes
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    Chapter 43 Exploiting Evolution for an Adaptive Drift-Robust Classifier in Chemical Sensing
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    Chapter 44 Automatically Modeling Hybrid Evolutionary Algorithms from Past Executions
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    Chapter 45 Gaussian Adaptation Revisited – An Entropic View on Covariance Matrix Adaptation
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    Chapter 46 Parallel Genetic Algorithm on the CUDA Architecture
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    Chapter 47 A New Selection Ratio for Large Population Sizes
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    Chapter 48 Multi-Objective Probability Collectives
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    Chapter 49 Parallel Random Injection Differential Evolution
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    Chapter 50 Effect of Spatial Locality on an Evolutionary Algorithm for Multimodal Optimization
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    Chapter 51 Applications of Evolutionary Computation
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    Chapter 52 Speedups between ×70 and ×120 for a Generic Local Search (Memetic) Algorithm on a Single GPGPU Chip
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    Chapter 53 Advancing Model–Building for Many–Objective Optimization Estimation of Distribution Algorithms
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    Chapter 54 Estimation Distribution Differential Evolution
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    Chapter 55 Design of Continuous Controllers Using a Multiobjective Differential Evolution Algorithm with Spherical Pruning
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    Chapter 56 Parameter Tuning of Evolutionary Algorithms: Generalist vs. Specialist
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    Chapter 57 Memory Design for Constrained Dynamic Optimization Problems
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    Chapter 58 Applications of Evolutionary Computation
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    Chapter 59 Measuring Fitness Degradation in Dynamic Optimization Problems
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    Chapter 60 Handling Undefined Vectors in Expensive Optimization Problems
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    Chapter 61 Adaptive Noisy Optimization
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    Chapter 62 Noise Analysis Compact Genetic Algorithm