Applications of Evolutionary Computation

EvoBAFIN: Enhanced Multiobjective Population-Based Incremental Learning with Applications in Risk Treaty Optimization.- Genetic Programming with Memory for Financial Trading.- Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data.- Evolving Classification Models for Prediction of Patient Recruitment in Multicentre Clinical Trials Using Grammatical Evolution.- Portfolio Optimization, a Decision-Support Methodology for Small Budgets.- Evolutionary Multiobjective Optimization for Portfolios in Emerging Markets: Contrasting Higher Moments and Median Models.- EvoBIO: On Combinatorial Optimisation in Analysis of Protein-Protein Interaction and Protein Folding Networks.- A Multi-objective Genetic Programming Biomarker Detection Approach in Mass Spectrometry Data.- Automating Biomedical Data Science Through Tree-Based Pipeline Optimization.- Bicliques in Graphs with Correlated Edges: From Artificial to Biological Networks.- Hybrid Biclustering Algorithms for Data Mining.- Discovering Potential Clinical Profiles of Multiple Sclerosis from Clinical and Pathological Free Text Data with Constraint Non-negative Matrix Factorization.- Application of Evolutionary Algorithms for the Optimization of Genetic Regulatory Networks.- EvoCOMNET: A Hybrid Discrete Artificial Bee Colony Algorithm for the Multicast Routing Problem.- Evolving Coverage Optimisation Functions for Heterogeneous Networks Using Grammatical Genetic Programming.- Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics.- A Heuristic Crossover Enhanced Evolutionary Algorithm for Clustering Wireless Sensor Network.- A Variable Local Search Based Memetic Algorithm for the Load Balancing Problem in Cloud Computing.- An (MI)LP-Based Primal Heuristic for 3-Architecture Connected Facility Location in Urban Access Network Design.- Reducing Efficiency of Connectivity-Splitting Attack on Newscast via Limited Gossip.- A Distributed Intrusion Detection Framework Based on Evolved Specialized Ensembles of Classifiers.- UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets.- EvoCOMPLEX: Towards Intelligent Biological Control: Controlling Boolean Networks with Boolean Networks.- The Emergence of Cooperation in Public Goods Games on Randomly Growing Dynamic Networks.- Influence Maximization in Social Networks with Genetic Algorithms.- Measuring Diversity of Socio-Cognitively Inspired ACO Search.- Multiwinner Voting in Genetic Algorithms for Solving Ill-Posed Global Optimization Problems.- EvoENERGY: A Decentralized PSO with Decoder for Scheduling Distributed Electricity Generation.- Comparison of Multi-objective Evolutionary Optimization in Smart Building Scenarios.- Stigmergy-Based Scheduling of Flexible Loads.- Electrical Load Pattern Shape Clustering Using Ant Colony Optimization.- Optimization of Operation and Control Strategies for Battery Energy Storage Systems by Evolutionary Algorithms.- EvoGAMES: Orthogonally Evolved AI to Improve Difficulty Adjustment in Video Games.- There Can Be only One: Evolving RTS Bots via Joust Selection.- Constrained Level Generation through Grammar-Based Evolutionary Algorithms.- Evolving Chess-Like Games Using Relative Algorithm Performance Profiles.- Online Evolution for Multi-action Adversarial Games.- The Story of Their Lives: Massive Procedural Generation of Heroes' Journeys Using Evolved Agent-Based Models and Logical Reasoning.- Dangerousness Metric for Gene Regulated Car Driving.- Using Isovists to Evolve Terrains with Gameplay Elements.- A Spatially-Structured PCG Method for Content Diversity in a Physics-Based simulation Game.- Design and Evaluation of an Extended Learning Classifier-Based StarCraft Micro AI.- EvoIASP: A Wrapper Feature Selection Approach to Classification with Missing Data.- Bare-Bone Particle Swarm Optimisation for Simultaneously Discretising and Selecting Features For High-Dimensional Classification.- Mutual Information Estimation for Filter Based Feature Selection Using Particle Swarm Optimization.- Speaker Verification on Unbalanced Data with Genetic Programming.- Binary Tomography Reconstruction by Particle Aggregation.- Population Based Ant Colony Optimization for Reconstructing ECG Signals.- EvoINDUSTRY: Can Evolutionary Algorithms Beat Dynamic Programming for Hybrid.- NSGA-II Based Auto-Calibration of Automatic Number Plate Recognition Camera for Vehicle Speed Measurement.- Environment-Model Based Testing with Differential Evolution in an Industrial Setting.- Workforce Scheduling in Inbound Customer Call Centres with a Case Study.