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Evolutionary Algorithms

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TitleStatusHype
Scalable Feature Subset Selection for Big Data using Parallel Hybrid Evolutionary Algorithm based Wrapper in Apache Spark—0
A Federated Data-Driven Evolutionary Algorithm for Expensive Multi/Many-objective OptimizationCode0
The Role of Evolution in Machine Intelligence—0
Unsupervised Resource Allocation with Graph Neural NetworksCode1
Linear representation of categorical values—0
A concise method for feature selection via normalized frequencies—0
Unsupervised Behaviour Discovery with Quality-Diversity OptimisationCode1
Image Deformation Estimation via Multi-Objective Optimization—0
JANUS: Parallel Tempered Genetic Algorithm Guided by Deep Neural Networks for Inverse Molecular DesignCode1
Selecting Miners within Blockchain-based Systems Using Evolutionary Algorithms for Energy Optimisation—0
Evolutionary Algorithms for Designing Reversible Cellular AutomataCode0
On the Genotype Compression and Expansion for Evolutionary Algorithms in the Continuous Domain—0
Tuning of Drone PD Controller Parameters for Medical Supplies Delivery—0
Addressing the Multiplicity of Solutions in Optical Lens Design as a Niching Evolutionary Algorithms Computational Challenge—0
Evolutionary Algorithms for Multi-Objective Optimization of Drone Controller Parameters—0
Behavior-based Neuroevolutionary Training in Reinforcement LearningCode0
Exploring open-ended gameplay features with Micro RollerCoaster Tycoon—0
Covariance Matrix Adaptation Evolution Strategy Assisted by Principal Component Analysis—0
A Crossover That Matches Diverse Parents Together in Evolutionary Algorithms—0
An Extended Jump Functions Benchmark for the Analysis of Randomized Search Heuristics—0
Graph-Aware Evolutionary Algorithms for Influence MaximizationCode0
Generating Instances with Performance Differences for More Than Just Two Algorithms—0
Breeding Diverse Packings for the Knapsack Problem by Means of Diversity-Tailored Evolutionary AlgorithmsCode0
Seeking Quality Diversity in Evolutionary Co-design of Morphology and Control of Soft Tensegrity Modular RobotsCode0
cMLSGA: A Co-Evolutionary Multi-Level Selection Genetic Algorithm for Multi-Objective Optimization—0
Multi-objective Evolutionary Algorithms are Generally Good: Maximizing Monotone Submodular Functions over Sequences—0
Anchor Nodes Positioning for Self-localization in Wireless Sensor Networks using Belief Propagation and Evolutionary Algorithms—0
When Non-Elitism Meets Time-Linkage Problems—0
Lazy Parameter Tuning and Control: Choosing All Parameters Randomly From a Power-Law Distribution—0
Self-Adjusting Population Sizes for Non-Elitist Evolutionary Algorithms: Why Success Rates Matter—0
Population network structure impacts genetic algorithm optimisation performanceCode0
Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class ImbalanceCode0
Lower Bounds from Fitness Levels Made Easy—0
Golden Tortoise Beetle Optimizer: A Novel Nature-Inspired Meta-heuristic Algorithm for Engineering Problems—0
A Framework for Knowledge Integrated Evolutionary Algorithms—0
Shape-constrained Symbolic Regression -- Improving Extrapolation with Prior Knowledge—0
Playing Against the Board: Rolling Horizon Evolutionary Algorithms Against PandemicCode0
On Steady-State Evolutionary Algorithms and Selective Pressure: Why Inverse Rank-Based Allocation of Reproductive Trials is Best—0
Policy Search with Rare Significant Events: Choosing the Right Partner to Cooperate withCode0
Enhancing hierarchical surrogate-assisted evolutionary algorithm for high-dimensional expensive optimization via random projection—0
Semantic Neighborhood Ordering in Multi-objective Genetic Programming based on Decomposition—0
An Online Prediction Approach Based on Incremental Support Vector Machine for Dynamic Multiobjective Optimization—0
Optimal Control Policies to Address the Pandemic Health-Economy Dilemma—0
Blending Dynamic Programming with Monte Carlo Simulation for Bounding the Running Time of Evolutionary Algorithms—0
Multi-Space Evolutionary Search for Large-Scale Optimization—0
Some Network Optimization Models under Diverse Uncertain Environments—0
Modeling epigenetic evolutionary algorithms: An approach based on the epigenetic regulation process—0
Neuroevolution in Deep Learning: The Role of Neutrality—0
HAWKS: Evolving Challenging Benchmark Sets for Cluster AnalysisCode1
Leveraging Benchmarking Data for Informed One-Shot Dynamic Algorithm Selection—0
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