Mastodawn

sayzard Mar 4

[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

100개의 가중치로 ‘투명한 지능’을 만들려다 실패했습니다.

<p>100개 미만의 신경망 가중치로 ‘투명한 지능’을 진화시키는 실험을 진행했습니다.<br /> GA 기반으로 3000세대 이상 학습을 돌렸고, 생존율은 0...

GeekNews

Jenetics GA Jan 31

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

Jenetics GA Jan 16

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

Release v9.0.0 · jenetics/jenetics

Improvements Update Java 25 and optimize code for new Java version. #917: ScopedValue for RandomRegistry class. #940: Remove deprecated API. #955: Make IntStream counting more robust.

GitHub

Jenetics GA Jan 16

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

Karsten Schmidt Nov 14

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

Strandbeest evolution 2025

YouTube

Aaron Oct 21

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

Isaac Levin Sep 24

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

Jenetics GA Sep 22

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

Release v8.3.0 · jenetics/jenetics

Improvements #933: Deprecate RandomAdapter for removal. #935: Compile and test Jenetics with Java 24/25 #938: Convert Range classes into records. #943: Remove `org.apache.commons:commons-math3´ te...

GitHub

Jenetics GA Aug 16, 2025

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