Ecological and economic systems are complex adaptive systems, composed of multiple entities which interact and undergo evolutionary processes. The complexity of these systems present a crucial challenge for underpinning their general organizational principles. This thesis develops innovative modelling techniques and advances our comprehension of the eco-evolutionary processes and feedbacks that shape these systems.