ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space
#Jenetics #GeneticAlgorithm #GeneticProgrammin #Cryptography #Security #SoftwareEngineering
https://arxiv.org/abs/2506.10323

Effective Task Scheduling based on Candidate Optimization Algorithm (COA) in Heterogeneous NoC-Based MPSoC.
#Jenetics #GeneticAlgorithm #Costs #PowerDemand #NetworkTopology #SchedulingAlgorithms #Switches #Scheduling #TimeMeasurement #Topology #IPNetworks #Optimization
https://ieeexplore.ieee.org/abstract/document/11019139

A more flexible implementation of the #Jenetics #GaussianMutator class. The #statistical #distribution of the mutation values are now controllable, in upcoming version 8.3. #GeneticAlgorithm
https://github.com/jenetics/jenetics/blob/releases/r8.3.0/jenetics/src/main/java/io/jenetics/GaussianMutator.java

Improving the way #Jenetics is testing the statistical properties of its operators. #GeneticAlgorithm #Statistics #Distribution #Testing
https://github.com/jenetics/jenetics/tree/releases/r8.3.0/jenetics.distassert

RADiCe: A Risk Analysis Framework for Data Centers.
#Jenetics #GeneticAlgorithm #GeneticProgramming #Datacenter #RiskAssessment #Sustainability #Simulation
https://doi.org/10.1016/j.future.2024.107702

Heuristic based federated learning with adaptive hyperparameter tuning for households energy prediction.
#Jenetics #GeneticAlgorithm #GeneticProgramming #FederatedLearning #EnergyPrediction #HyperparametersOptimization
https://doi.org/10.1038/s41598-025-96443-3

Evolving Financial Trading Strategies with Vectorial Genetic Programming.
#Jenetics #GeneticAlgorithm #GeneticProgramming
https://arxiv.org/pdf/2504.05418

Just released version 8.2.0 of the #Jenetics #Java library.
#GeneticAlgorithm #EvolutionaryAlgorithm #GrammaticalEvolution #GeneticProgramming #MultiobjectiveOptimization #MOEA
https://github.com/jenetics/jenetics/releases/tag/v8.2.0

Metaheuristics algorithms: Fundamental aspects and applications in optimization problems.
https://doi.org/10.1016/B978-0-443-29162-3.00001-0
#EngineeringApplications #MaterialScience #MemeticAlgorithm #Metaheuristics #Optimization #Jenetics #GeneticAlgorithm

μOpTime: Statically Reducing the Execution Time of Microbenchmark Suites Using Stability Metrics.
#Jenetics #GeneticAlgorithm #PerformanceMeasurement #SoftwarePerformance #SoftwareTesting #DistributedComputing #ClusterComputing
https://arxiv.org/abs/2501.12878

Bridging the Abstraction Gap: A Systematic Approach to Rule-Based Transformational Design for Embedded Systems.
#Jenetics #GeneticAlgorithm #PatternMatching
https://dl.acm.org/doi/10.1145/3714412

Towards a Heuristic Optimizer for a Target Time Management System in Air Traffic Flow Management.
#Jenetics #GeneticAlgorithm #FlightPrioritization #MultiPartyComputation #EvolutionaryAlgorithm #HeuristicOptimization
https://ieeexplore.ieee.org/document/10749250

Latest version 8.1.0 of the #Jenetics #Java library available.
#GeneticAlgorithm #EvolutionaryAlgorithm #GrammaticalEvolution #GeneticProgramming #MultiobjectiveOptimization #MOEA
https://github.com/jenetics/jenetics/releases/tag/v8.1.0