Emergence of Autocatalytic Sets in a Simple Model of Technological Evolution
Wim Hordijk, Stuart Kauffman

TL;DR
This paper combines models of technological evolution and autocatalytic networks to demonstrate that economic production networks naturally tend to form autocatalytic sets, supporting the view of the economy as an autocatalytic system.
Contribution
It integrates the TAP model of combinatorial innovation with RAF autocatalytic sets, showing their compatibility and prevalence in economic networks.
Findings
High probability of autocatalytic sets in production networks
Distribution and robustness of economic autocatalytic sets analyzed
Results support the economy as an autocatalytic system
Abstract
Two alternative views of an economy are combined and studied. The first view is that of technological evolution as a process of combinatorial innovation. Recently a simple mathematical model (TAP) was introduced to study such a combinatorial process. The second view is that of a network of production functions forming an autocatalytic set. Autocatalytic (RAF) sets have been studied extensively in the context of chemical reaction networks. Here, we combine the two models (TAP and RAF) and show that they are compatible. In particular, it is shown that production function networks resulting from the combinatorial TAP model have a high probability of containing autocatalytic (RAF) sets. We also study the size distribution and robustness of such "economic autocatalytic sets", and compare our results with those from the chemical context. These initial results strongly support earlier claims…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsComplex Systems and Time Series Analysis · Origins and Evolution of Life · Advanced Thermodynamics and Statistical Mechanics
