Titlebook: Genetic Programming Theory and Practice XIX; Leonardo Trujillo,Stephan M. Winkler,Wolfgang Banz Book 2023 The Editor(s) (if applicable) an

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https://doi.org/10.1007/978-3-658-22046-4of Zoetic Engineering: designing and building living artefacts. The goal is for a new science, a new engineering discipline, and new technologies, of zoetic systems: self-producing far-from-equilibrium systems embodied in smart functional metamaterials with non-trivial meta-dynamics.

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Biological Strategies ParetoGP Enables Analysis of Wide and Ill-Conditioned Data from Nonlinear Sysle, and human-interpretable predictive models. Transparency of key variables, model structures, and response behaviors provide a substantial benefit relative to conventional machine learning and the associated black-box models. In this chapter, we describe the analysis methodology and highlight benefits using available biological data sets.

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