Collectives and the Design of Complex Systems

Many complex systems found in nature can be viewed as function optimizers. Given the difficulty of performing such high-dimensional op­ timization with modern computers, there has been a lot of exploration of computa­ tional algorithms that try to emulate those naturally-occurring function optimizers.