Principles of modularity, regularity, and hierarchy for scalable systems
Hod Lipson · Journal of Biological Physics and Chemistry · 2007
Abstract. Scalability of open-ended evolutionary processes depends on their ability to exploit functional modularity, structural regularity and hierarchy. This paper offers a number of observations about properties, dependencies and tradeoffs among these principles and proposes a formal model where such elements can be examined. 1