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Deep Evolvable-Substrate HyperNEAT - Extending ES-HyperNEAT with Multiple Substrates in an Evolving Topology

Rust implementation of the DES-HyperNEAT framework, along with three concrete implementations:

  • Layered DES-HyperNEAT (LaDES)
  • Single CPPN DES-HyperNEAT (SiDES)
  • Coevolutional DES-HyperNEAT (CoDES)

The work was originally part of the Deep Evolvable-Substrate HyperNEAT master’s thesis in computer science at NTNU. See also the article DES-HyperNEAT: Towards Multiple Substrate Deep ANNs in 2021 IEEE Congress on Evolutionary Computation (CEC).