References
- Maesani A, Fernando PR, Floreano D (2014) Artificial Evolution by Viability Rather than Competition. PLoS ONE 9(1): e86831. doi:10.1371/journal.pone.0086831 [link]
- Mattiussi C, Floreano D (2003) “Viability Evolution: Elimination and Extinction in Evolutionary Computation.”, EPFL Technical Report [link]
Source Code
Viability Evolution
Viability Evolution implementation used in Maesani, Fernando and Floreano (2014) [aeon2.tar.gz] [README.txt]
Other code to reproduce experiments presented in the paper
- NSGA-II Implementation with custom statistics [nsga2.tar.gz]
- Process statistics files and draw figures as in the paper [scripts-matlab.tar.gz]
- Bash script for HPC-clusters (PBS) to replicate the experiments [scripts-pbs.tar.gz]
- Benchmark problems used
Benchmark problems implementations
- Mathematical functions [MathBenchmarks.tar.gz]
- DTLZ test problems [DtlzBenchmarks.tar.gz]
- Multimodal test problems [MultiModalBenchmarks.tar.gz]
- Filter design problem [FilterEvolution.tar.gz]