Advanced Topics in Computer Science: Theory of Natural Algorithms

This graduate seminar reviews the latest developments in the theory of natural algorithms with a focus on biology and collective behavior. The course covers a number of topics from dynamical systems, statistical mechanics, machine learning, dynamic networks, multiagent systems, and evolutionary biology. No prerequisites are assumed except for a solid, general mathematical background.