This PhD thesis contributes to the theory of information infrastructures by explaining how to use game theory and genetic algorithms for turning the pseudo-code of the bootstrap algorithm into proper code. The study is the first known study to analyse the bootstrap algorithm from an action research perspective, and it has become an important reference for further research on how to bootstrap information infrastructures.