Evolutionary deep learning. Genetic algorithms and neural networks.
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The book analyzes methods of enhancing the power of neural networks through biological algorithms in solving search, optimization, and control tasks. Relevant and extremely interesting examples demonstrate ways to shape advanced directions in data science based on ancient lessons from the natural world. The publication introduces evolutionary computations and provides a range of methods that you can apply throughout the deep learning process. You will discover genetic algorithms and evolutionary computational approaches to deriving neural network topologies, generative modeling, reinforcement learning, and much more. Interactive Colab notebooks will allow you to conduct experiments as you absorb the material in the book. Intended for data researchers familiar with the Python language.
Author:
Author:Lenham Michael
Cover:
Cover:hardcover
Category:
- Category:Business & Money
- Category:Science & Math
Dimensions:
Dimensions:24.2x17.5x2.8 cm
ISBN:
ISBN:978-5-93700-253-2
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