Blogs on evolutionary algorithms

Evolutionary Optimization of Quantum Circuits

12. May 2021

Evolutionary optimization is a real alternative to gradient-based methods, as it can be used more flexibly in different application scenarios. Lamarr researchers used evolutionary algorithms to optimize quantum computer circuits....

IQ test for AI: The ARC challenge

27. January 2021

Humans can combine existing knowledge and logical thinking to solve new problems. This is not so easy for AI. The ARC Benchmark now offers a test environment for such new AI approaches....

Optimization in Machine Learning

13. January 2021

Optimization is a key component of Machine Learning that allows models to be trained based on data. It usually works in the background but is especially important for highly complex learning problems and difficult data....