December 2019
Intermediate to advanced
368 pages
11h 10m
English
Content preview from Hands-On Neuroevolution with Python
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Using NEAT for XOR Solver Optimization
In this chapter, you will learn about one of the classic computer science experiments that demonstrates that the NEAT algorithm works and can create a proper network topology. In this chapter, you will get first-hand experience of writing an objective function to guide the XOR problem solver. You will also learn how to select the correct hyperparameters of the NEAT algorithm to assist with solving the XOR problem. This chapter aims to introduce you to the basic techniques of how to apply the NEAT algorithm to solve classic computer science problems.
After completing the experiment and exercises described in this chapter, you will have a solid understanding of the XOR experiment's particulars and get ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.