December 2019
Intermediate to advanced
368 pages
11h 10m
English
Content preview from Hands-On Neuroevolution with Python
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Modular retina problem basics
The hierarchical modular structures are an essential part of the complex biological organisms and play an indispensable role in their evolution. The modularity enhances the evolvability, allowing the recombination of various modules during the evolution process. The evolved hierarchy of modular components bootstraps the evolution process, allowing operations over a collection of complex structures rather than basic genes. After that, the neuroevolutionary process does not need to spend time to evolve similar functionality from scratch again. Instead, the ready-to-use modular components can be used as building blocks to produce very complex neural networks.
In this chapter, we will implement a solution to the ...
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