[Show GN: 100개의 가중치로 ‘투명한 지능’을 만들려다 실패했습니다.

100개 미만의 신경망 가중치로 투명한 지능을 진화시키는 실험을 진행했지만, 진짜 판별 행동은 나타나지 않았습니다. 표현 방식과 탐색 구조가 문제일 가능성이 높다는 결론에 도달했습니다.

https://news.hada.io/topic?id=27193

#neuralnetwork #ai #geneticalgorithm #transparency #experiment

GraalMHC: ML-Based Method-Hotness Classification for Binary-Size Reduction in Optimizing Compilers
#Jenetics #GeneticAlgorithm #StaticProfilers #OptimizingCompilers #MachineLearning #BinarySizeReduction #GraalVM #NativeImage
https://dl.acm.org/doi/10.1145/3771775.3786276

Just released version 9.0.0 of the #Jenetics #Java library. It now requires #Java25 to compile and run.
#GeneticAlgorithm #EvolutionaryAlgorithm #GrammaticalEvolution #GeneticProgramming #MultiobjectiveOptimization #MOEA
https://github.com/jenetics/jenetics/releases/tag/v9.0.0

Seasonal Reconfiguration of Electrical Distribution Systems to Mitigate the Impact of Electric Vehicle Charging,
https://ieeexplore.ieee.org/document/11298634
#Jenetics #GeneticAlgorithm #DistributedNetworks #Optimization #PowerLosses #EnergyLoss #VehicleToGrid #ElectricVehicle

Theo Jansen still at it with full force... (life goals!)

Strandbeest evolution 2025
https://youtube.com/watch?v=ANhA94ZqnEQ

...and obligatory re-sharing of some pics of our joint generative design workshop in 2013, incl. Theo's graveyard of older Strandbeests and mechanisms:

https://www.flickr.com/photos/toxi/albums/72157633305609130/

Also remembering that already back then he was very worried about the manufacturer discontinuing the specific pipes used as raw materials for these creatures and therefore bought several kilometers of piping as reserve in advance, to future proof his project and not having to potentially recalculate/recalibrate all the designs...

#TheoJansen #Strandbeest #KineticArt #GenerativeArt #GeneticAlgorithm

I wonder why genetic programming so often uses a Lisp-inspired paradigm instead of a Forth-inspired one. They are both extremely simple to implement, but Forth has the advantage of being expressible as a linear sequence, so standard genetic algorithm operators can be used on it. If you find Lisp syntax more readable, it would be easy to translate, since they are both inherently nested.

#GeneticProgramming
#GeneticAlgorithm
#Lisp
#Forth

Optimize your genetic algorithm parameters for better performance! Discover essential best practices that enhance your results and efficiency. #GeneticAlgorithm #AI #MachineLearning

https://isaacl.dev/gsm

Just released version 8.3.0 of the #Jenetics #Java library.
#GeneticAlgorithm #EvolutionaryAlgorithm #GrammaticalEvolution #GeneticProgramming #MultiobjectiveOptimization #MOEA
https://github.com/jenetics/jenetics/releases/tag/v8.3.0

Evolve On Click (EvOC) - An Intuitive Web Platform to Collaboratively Implement, Execute, and Visualize Evolutionary Algorithms.
#Jenetics #GeneticAlgorithm #GA #EA
https://doi.org/10.1145/3712255.3726652

We’ve just reached midterm at Google Summer of Code 2025.
👉 Check out what our Google Summer of Code students have accomplished so far.

Pranjal Goyal has been developing a lean migration strategy for complex codebases in the #KomMonitor web client.
https://blog.52north.org/2025/07/11/developing-the-lean-migration-strategy-for-complex-codebases/

Shreyas Ranganatha has been working on enhancing the #WeatherRoutingTool’s #geneticalgorithm
https://blog.52north.org/2025/07/18/enhancing-the-weatherroutingtools-genetic-algorithm/

#GSoC2025 #leanstrategy #softwarearchitecture #routeoptimization #MariData

Advanced Search Techniques for Determining Optimal Sequences of Adaptation Rules in Process-Oriented Case-Based Reasoning.
#Jenetics #GeneticAlgorithm #ConstrainedOptimizationPlanning #COP #CaseBasedReasoning #CBR #ProcessOrientedCaseBasedReasoning #POCBR
https://doi.org/10.1007/978-3-031-96559-3_16

@inawhilecrocodile @ylegall This reminds me of some experiments I ran in high-school using a genetic algorithm to evolve cellular automata rule sets to generate maze-like patterns!

#CellularAutomata
#GeneticAlgorithm
#maze

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

https://youtu.be/wesICmc48UE

I used a genetic algorithm to find an efficient keyboard layout for my Twiddler, but I *never* thought about *other* chording keyboard choices

#twiddler #geneticAlgorithm #chords

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