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The Nature of Mathematical Modeling
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The Nature of Mathematical Modeling Hardcover - 1998

by Neil Gershenfeld


From the publisher

This book first covers exact and approximate analytical techniques (ordinary differential and difference equations, partial differential equations, variational principles, stochastic processes); numerical methods (finite differences for ODE's and PDE's, finite elements, cellular automata); model inference based on observations (function fitting, data transforms, network architectures, search techniques, density estimation); as well as the special role of time in modeling (filtering and state estimation, hidden Markov processes, linear and nonlinear time series). Each of the topics in the book would be the worthy subject of a dedicated text, but only by presenting the material in this way is it possible to make so much material accessible to so many people. Each chapter presents a concise summary of the core results in an area, providing an orientation to what they can (and cannot) do, enough background to use them to solve typical problems, and pointers to access the literature for particular applications.

Details

  • Title The Nature of Mathematical Modeling
  • Author Neil Gershenfeld
  • Binding Hardcover
  • Edition First Edition, 1
  • Pages 356
  • Volumes 1
  • Language ENG
  • Publisher Cambridge University Press, Cambridge
  • Date 1998-11
  • Illustrated Yes
  • ISBN 9780521570954 / 0521570956
  • Weight 1.92 lbs (0.87 kg)
  • Dimensions 9.96 x 7.03 x 1.09 in (25.30 x 17.86 x 2.77 cm)
  • Library of Congress subjects Mathematical models
  • Library of Congress Catalog Number 98022029
  • Dewey Decimal Code 511.8
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The Nature of Mathematical Modeling
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