1 Introducing evolutionary deep learning
This chapter covers
- What evolutionary computation is and how it can be integrated into deep learning systems
- Applications of evolutionary deep learning
- Establishing patterns for optimizing deep learning networks
- The role automated machine learning plays in optimizing networks
- Applications of evolutionary computational methods to enhance deep learning development
Deep learning (DL) has become the ubiquitous technology most associated with artificial intelligence (AI) and the explosion of machine learning (ML). It has grown from being considered a pseudoscience (see The Deep Learning Revolution by Terrence J. Sejnowski, 2018, MIT Press) to being used in mainstream applications for everything from diagnosing ...
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