Download or read book Predicting the Future written by Henry Abarbanel and published by Springer. This book was released on 2013-06-12 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 model’s consistency with observations is explored.