'This thesis documents the development of a collective building algorithm based upon the principles of swarm intelligence. We detail a design that uses branching rules to map a configuration of building blocks to an appropriate building action in a manner that can produce large scale architectural features indicative of human construction. Furthermore, we examine the feasibility of using a genetic algorithm to evolve rules for use with our collective building algorithm.'