1992 Lectures In Complex Systems
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The Mathematics Of Generalization
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Author : David. H Wolpert
language : en
Publisher: CRC Press
Release Date : 2018-03-05
The Mathematics Of Generalization written by David. H Wolpert and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-05 with Mathematics categories.
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.
1992 Lectures In Complex Systems
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Author : Lynn Nadel
language : en
Publisher: Westview Press
Release Date : 1993
1992 Lectures In Complex Systems written by Lynn Nadel and has been published by Westview Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computers categories.
For five years the Complex Systems Summer School has contributed greatly to education and research into complex systems. 1992 Lectures in Complex Systems presents a wide array of topics in the field, including chaos, adaptive computation, neuronal oscillations, computational ecologies, the geometry of excitability, quenched disorder, biomolecular complexity, and nonlinear dynamics of social systems. This book is a compilation of many of the lectures and contributions of the 1992 Complex Systems Summer School. The collective volumes in the Series ( Lectures in the Sciences of Complexity, 1989 Lectures in the Sciences of Complexity, 1990 Lectures in Complex Systems, 1991 Lectures in Complex Systems, and now 1992 Lectures in Complex Systems ) comprise a growing, broad, interdisciplinary review of the many sciences of complexity—a review unavailable elsewhere.Lectures included in This Volume:Melanie Mitchell: Genetic AlgorithmsCharles M. Gray: Rhythmic Activity in Neuronal Systems: Insights Into Integrative FunctionTad Hogg & Bernardo A. Huberman: Better than Best: The Power of CooperationA.T. Winifree: The Geometry of ExcitabilityJonathan S. Yedidia: Quenched Disorder: Understanding Classes Using a Variational Principle and the Replica MethodRobert H. Austin: Complexity in Biological MoleculesRaymond E. Goldstein: Nonlinear Dynamics of Pattern Formation in Physics and BiologyJoshua M. Epstein: On the Mathematical Biology of Arms Races, and Revolutions and An Adaptive Dynamic Model of Combat
Time Series Prediction
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Author : Andreas S. Weigend
language : en
Publisher: Routledge
Release Date : 2018-05-04
Time Series Prediction written by Andreas S. Weigend and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-04 with Social Science categories.
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.
Viral Regulatory Structures And Their Degeneracy
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Author : Gerald Myers
language : en
Publisher: CRC Press
Release Date : 2018-05-04
Viral Regulatory Structures And Their Degeneracy written by Gerald Myers and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-04 with Science categories.
This book focuses on the nature, origins, and degeneracy (or redundancy) of viral regulatory elements and on the strategies that enable viruses to adapt to cells, examining experimental findings and models regarding HIV and HPV regulatory mechanisms.
Pattern Formation In The Physical And Biological Sciences
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Author : H. Frederick Nijhout
language : en
Publisher: CRC Press
Release Date : 2018-02-19
Pattern Formation In The Physical And Biological Sciences written by H. Frederick Nijhout and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-19 with Mathematics categories.
This Lecture Notes Volume represents the first time any of the summer school lectures have been collected and published on a discrete subject rather than grouping all of a season's lectures together. This volume provides a broad survey of current thought on the problem of pattern formation. Spanning six years of summer school lectures, it includes articles which examine the origin and evolution of spatial patterns in physio-chemical and biological systems from a great diversity of theoretical and mechanistic perspectives. In addition, most of these pieces have been updated by their authors and three articles never previously published have been added.
Nonlinear Dynamics Mathematical Biology And Social Science
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Author : Joshua M. Epstein
language : en
Publisher: CRC Press
Release Date : 2018-03-08
Nonlinear Dynamics Mathematical Biology And Social Science written by Joshua M. Epstein and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-08 with Mathematics categories.
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.
Artificial War Multiagent Based Simulation Of Combat
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Author : Andrew Ilachinski
language : en
Publisher: World Scientific
Release Date : 2004-06-14
Artificial War Multiagent Based Simulation Of Combat written by Andrew Ilachinski and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-06-14 with Computers categories.
Military conflicts, particularly land combat, possess the characteristics of complex adaptive systems: combat forces are composed of a large number of nonlinearly interacting parts and are organized in a dynamic command-and-control network; local action, which often appears disordered, self-organizes into long-range order; military conflicts, by their nature, proceed far from equilibrium; military forces adapt to a changing combat environment; and there is no master “voice” that dictates the actions of every soldier (i.e., battlefield action is decentralized). Nonetheless, most modern “state of the art” military simulations ignore the self-organizing properties of combat.This book summarizes the results of a multiyear research effort aimed at exploring the applicability of complex adaptive systems theory to the study of warfare, and introduces a sophisticated multiagent-based simulation of combat called EINSTein. EINSTein, whose bottom-up, generative approach to modeling combat stands in stark contrast to the top-down or reductionist philosophy that still underlies most conventional military models, is designed to illustrate how many aspects of land combat may be understood as self-organized, emergent phenomena. Used worldwide by the military operations research community, EINSTein has pioneered the simulation of combat on a small to medium scale by using autonomous agents to model individual behaviors and personalities rather than hardware.
1992 Lectures In Complex Systems Ppr
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Author : Nadel
language : en
Publisher:
Release Date :
1992 Lectures In Complex Systems Ppr written by Nadel and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Cellular Automata A Discrete Universe
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Author : Andrew Ilachinski
language : en
Publisher: World Scientific Publishing Company
Release Date : 2001-07-03
Cellular Automata A Discrete Universe written by Andrew Ilachinski and has been published by World Scientific Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-07-03 with Science categories.
Cellular automata are a class of spatially and temporally discrete mathematical systems characterized by local interaction and synchronous dynamical evolution. Introduced by the mathematician John von Neumann in the 1950s as simple models of biological self-reproduction, they are prototypical models for complex systems and processes consisting of a large number of simple, homogeneous, locally interacting components. Cellular automata have been the focus of great attention over the years because of their ability to generate a rich spectrum of very complex patterns of behavior out of sets of relatively simple underlying rules. Moreover, they appear to capture many essential features of complex self-organizing cooperative behavior observed in real systems.This book provides a summary of the basic properties of cellular automata, and explores in depth many important cellular-automata-related research areas, including artificial life, chaos, emergence, fractals, nonlinear dynamics, and self-organization. It also presents a broad review of the speculative proposition that cellular automata may eventually prove to be theoretical harbingers of a fundamentally new information-based, discrete physics. Designed to be accessible at the junior/senior undergraduate level and above, the book will be of interest to all students, researchers, and professionals wanting to learn about order, chaos, and the emergence of complexity. It contains an extensive bibliography and provides a listing of cellular automata resources available on the World Wide Web.
Adaptive Individuals In Evolving Populations
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Author : Richard K. Belew
language : en
Publisher: Routledge
Release Date : 2018-05-04
Adaptive Individuals In Evolving Populations written by Richard K. Belew and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-04 with Social Science categories.
This book is out of a workshop organized to address questions like these. The meeting was sponsored by the Santa Fe Institute and held at Sol y Sam- bra in Santa Fe, New Mexico, during July, 1993. It brought together a group of about 20 scientists from the disciplines of biology, psychology, and computer science, all studying interactions between the evolution of populations and individuals’ adaptations in those populations, and all of whom make some use of computational tools in their work.