December 2019
Intermediate to advanced
368 pages
11h 10m
English
Content preview from Hands-On Neuroevolution with Python
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Creation of co-evolving populations
In this experiment, we need to create two co-evolving populations of species with different initial genotype configurations to meet the phenotypic requirements of the produced species.
The phenotype of the maze solver has 11 input nodes to receive signals from the sensors and two output nodes to produce control signals. At the same time, the phenotype of the objective function candidate has one input node receiving the fixed value (0.5), which is converted into two output values that are used as the fitness function coefficients of the maze solver.
We start with a discussion of how to create the population of the objective function candidates.
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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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.