#geneticalgorithms — Public Fediverse posts

progesterogress

#geneticalgorithms #GA #redpanda #compsci

Shreyas Ranganatha introduces his Google Summer of Code project on improving the genetic algorithm for multi-objective optimization in the Weather Routing Tool!

Find out more in his first blog post:
https://blog.52north.org/2025/05/27/extending-the-weather-routing-tool-introductory-blog-post/

#GSoC2025 #WeatherRoutingTool #routeoptimization #geneticalgorithms #MariData

🧬 New blog series!
Evolve Your C# Code with AI starts June 2.

Learn how to build Genetic Algorithms in C# over 5 weeks — practical, testable, and powerful.

https://woodruff.dev/evolve-your-c-code-with-ai-a-5-week-genetic-algorithms-bootcamp-for-developers/

#GeneticAlgorithms #CSharp #DotNet #AI #CodeSmarter #EvolutionaryComputing

🧬 New blog series!
Evolve Your C# Code with AI starts June 2.

Learn how to build Genetic Algorithms in C# over 5 weeks — practical, testable, and powerful.

https://woodruff.dev/evolve-your-c-code-with-ai-a-5-week-genetic-algorithms-bootcamp-for-developers/

#GeneticAlgorithms #CSharp #DotNet #AI #CodeSmarter #EvolutionaryComputing

🧬 New blog series!
Evolve Your C# Code with AI starts June 2.

Learn how to build Genetic Algorithms in C# over 5 weeks — practical, testable, and powerful.

https://woodruff.dev/evolve-your-c-code-with-ai-a-5-week-genetic-algorithms-bootcamp-for-developers/

#GeneticAlgorithms #CSharp #DotNet #AI #CodeSmarter #EvolutionaryComputing

🧬 New blog series!
Evolve Your C# Code with AI starts June 2.

Learn how to build Genetic Algorithms in C# over 5 weeks — practical, testable, and powerful.

https://woodruff.dev/evolve-your-c-code-with-ai-a-5-week-genetic-algorithms-bootcamp-for-developers/

#GeneticAlgorithms #CSharp #DotNet #AI #CodeSmarter #EvolutionaryComputing

🧬 New blog series!
Evolve Your C# Code with AI starts June 2.

Learn how to build Genetic Algorithms in C# over 5 weeks — practical, testable, and powerful.

https://woodruff.dev/evolve-your-c-code-with-ai-a-5-week-genetic-algorithms-bootcamp-for-developers/

#GeneticAlgorithms #CSharp #DotNet #AI #CodeSmarter #EvolutionaryComputing

New paper out ✒️😊

We present a novel approach to performing fitness approximation in #geneticalgorithms (#GAs) using #machinelearning (#ML) models, focusing on dynamic adaptation to the evolutionary state.

https://www.mdpi.com/2078-2489/15/12/744

With talented grad students Itai Tzruia and Tomer Halperin, and my colleague Dr. Achiya Elyasaf.

#evolutionaryalgorithms

#evolutionarycomputation

📯 New blog post: "
Wavelength selection with a genetic algorithm"

If you're interested in #spectroscopy, especially NIR or Raman, or #chemometrics, a suitable selection of wavelength bands is often needed to produce a good statistical model.

Genetic algorithms are optimisation procedures loosely inspired by the mechanism of evolution by natural selection.

In this point, I'm working through an example of variable selection with a genetic algorithm for regression.

#MachineLearning #GeneticAlgorithms
#NearInfrared

https://nirpyresearch.com/wavelength-selection-genetic-algorithm/

📯 New blog post: "
Wavelength selection with a genetic algorithm"

If you're interested in #spectroscopy, especially NIR or Raman, or #chemometrics, a suitable selection of wavelength bands is often needed to produce a good statistical model.

Genetic algorithms are optimisation procedures loosely inspired by the mechanism of evolution by natural selection.

In this point, I'm working through an example of variable selection with a genetic algorithm for regression.

#MachineLearning #GeneticAlgorithms
#NearInfrared

https://nirpyresearch.com/wavelength-selection-genetic-algorithm/

📯 New blog post: "
Wavelength selection with a genetic algorithm"

If you're interested in #spectroscopy, especially NIR or Raman, or #chemometrics, a suitable selection of wavelength bands is often needed to produce a good statistical model.

Genetic algorithms are optimisation procedures loosely inspired by the mechanism of evolution by natural selection.

In this point, I'm working through an example of variable selection with a genetic algorithm for regression.

#MachineLearning #GeneticAlgorithms
#NearInfrared

https://nirpyresearch.com/wavelength-selection-genetic-algorithm/

📯 New blog post: "
Wavelength selection with a genetic algorithm"

If you're interested in #spectroscopy, especially NIR or Raman, or #chemometrics, a suitable selection of wavelength bands is often needed to produce a good statistical model.

Genetic algorithms are optimisation procedures loosely inspired by the mechanism of evolution by natural selection.

In this point, I'm working through an example of variable selection with a genetic algorithm for regression.

#MachineLearning #GeneticAlgorithms
#NearInfrared

https://nirpyresearch.com/wavelength-selection-genetic-algorithm/

Interesting article about D-Wave "#quantum" annealing computers. https://arstechnica.com/science/2023/01/companies-are-relying-on-quantum-annealers-for-useful-computations/

My niche in the aughts was "#scheduling" optimization (90% of the time it was bin-packing, technically). I started with #SimulatedAnnealing and #GeneticAlgorithms, but generally found approximation algorithms (Vazirani's book) to be most practical. PS It's a great niche. #SoftwareDevelopment