Applications of Evolutionary Computing

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.