CAS 739 / Evolutionary Computation

3 unit(s)

Evolutionary computation is a family of wildly creative algorithms that draw inspiration from genetics and natural selection. This course investigates the history and theory of evolutionary computation with a focus on applications in search and optimization. Hands-on programming experiments and readings from the literature will introduce key principles and place evolutionary methods in context with the broader realm of bio-inspired computing in machine learning and artificial life.