Complex Adaptive Systems: An Introduction to Computational Models of Social Life

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Extending the Machine Learning Abstraction Boundary: A Complex Systems Approach to Incorporate Societal Context (2020, background): “e predicted based solely on the behaviour of its components, and are adaptive in the sense that they adapt to the changes in their environment by mutating or self-organizing their internal structures [5, 22, 23, 44, 68]. Examples cited in literature for CAS vary from small biological systems such as”
Conformists and mavericks: the empirics of frequency-dependent cultural transmission (2008, background): “More generally, the study of dynamical systems can sometimes proceed effectively by focusing on the average behavior of constituent parts, while in other cases ignoring individual variation can lead the researcher dramatically astray (Miller & Page, 2007).”