Neuroevolution

Fixed topology neural network evolution.

Functionality

• (1 + 1)-ES
• (concurrent) Population based evolution/ Genetic Algorithm

Examples/test

• test-fixed-topology-simple-es-xor.sh: Optimise the weights for a 2-2-1 Neural Network using a 1+1 Evolutionary Strategy to solve the XOR problem.
• test-fixed-topology-simple-es-iris.sh: Optimise the weights for a 4-6-3 Neural Network using a 1+1 Evolutionary Strategy to classify iris data.
• test-fixed-topology-population-iris.sh: Optimise the weights for a 4-6-3 Neural Network using a Genetic Algorithm to classify iris data.