Evolving Neural Networks
Discover how genetic algorithms enhance neural networks through hyperparameter optimization and neuroevolution techniques. Learn to automate tuning processes and evolve network architectures for improved AI performance, drawing on real-world applications and advanced strategies using genetic algorithms in Elixir.
We'll cover the following...
We'll cover the following...
Genetic algorithms and neural networks
As you learned in the previous lesson, advancements in deep learning have fueled unprecedented advances in AI. You’ve seen instances throughout this chapter where genetic algorithms are a viable alternative to neural networks; however, genetic algorithms are also a viable tool for designing neural networks.
Remember, in the lesson Understanding Hyperparameters, when you learned about ...