Genetic algorithms are optimisation heuristics based on the principles of natural selection. They offer a way to find good solutions to complex problems. In the context of machine learning, they can ...

This course, EE6407 - Genetic Algorithms and Machine Learning, offers an integrated view of these two complementary domains. The first half of the course delves into evolutionary algorithms—their ...

As you progress, you’ll delve into explainable AI and apply genetic algorithms to AI to improve machine learning and deep learning models, as well as tackle reinforcement learning and NLP tasks. This ...

Hyperparameter selection is a key task in improving neural networks and the implicit characteristic of genetic algorithms to implicitly search for best fit strings makes it a suitable contender for ...

Researchers at Princeton and the Simons Foundation turned the traditional approach on its head, teaching a machine learning algorithm to look for the genetic relationships that could cause autism.