A GPU-based implementation of differentiable gene regulatory networks, enabling local optimization of GRN architectures by stochastic gradient descent and evaluating how evolution and SGD can be combined.
Jul 16, 2018
This paper explores the impact of proportional-integral control on the fitness and genetics of evolving swarms, revealing that while energy accumulation increases, so does the rate of expiration. The study highlights the importance of information quality over control force in swarm dynamics.
May 31, 2014
This article introduces evolutionary computation in the arts, focusing on the evolution of music-making systems using genetic programming. It discusses challenges in fitness assessment and experiments with evolving music-producing virtual organisms.
May 1, 2005