Predicting the Future: Completing Models of Observed Complex Systems
Predicting the Future: Completing Models of Observed Complex Systems（2016）
摘要
Through the development of an exact path integral for use in transferring information from observations to a model of the observed system, the author provides a general framework for the discussion of model building and evaluation across disciplines. Through many illustrative examples drawn from models in neuroscience, geosciences, and nonlinear electrical circuits, the concepts are exemplified in detail. Practical numerical methods for approximate evaluations of the path integral are explored, and their use in designing experiments and determining a models consistency with observations is explored.
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关键词
observed complex systems,completing models,models consistency,illustrative example,approximate evaluation,exact path,nonlinear electrical circuit,practical numerical method,model building,general framework,observed system
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