1992 Lectures In Complex Systems


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The Mathematics Of Generalization


The Mathematics Of Generalization

Author: David. H Wolpert

language: en

Publisher: CRC Press

Release Date: 2018-03-05


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This book provides different mathematical frameworks for addressing supervised learning. It is based on a workshop held under the auspices of the Center for Nonlinear Studies at Los Alamos and the Santa Fe Institute in the summer of 1992.

Time Series Prediction


Time Series Prediction

Author: Andreas S. Weigend

language: en

Publisher: Routledge

Release Date: 2018-05-04


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The book is a summary of a time series forecasting competition that was held a number of years ago. It aims to provide a snapshot of the range of new techniques that are used to study time series, both as a reference for experts and as a guide for novices.

Nonlinear Dynamics, Mathematical Biology, And Social Science


Nonlinear Dynamics, Mathematical Biology, And Social Science

Author: Joshua M. Epstein

language: en

Publisher: CRC Press

Release Date: 2018-03-08


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This book is based on a series of lectures on mathematical biology, the essential dynamics of complex and crucially important social systems, and the unifying power of mathematics and nonlinear dynamical systems theory.