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The Nature of Mathematical Modeling

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Unveiling mathematical modeling's versatile toolkit.

If you've ever been curious about how mathematics can be applied to solve real-world problems, "The Nature of Mathematical Modeling" could be an excellent guide for you. It's like a Swiss Army knife for anyone interested in learning different mathematical techniques and their applications across various fields. The range of topics covered offers a whistle-stop tour of mathematical methods, each with enough depth to equip you and inspire further exploration. Whether you're a student or a professional, you'll find this book both enlightening and practically useful.

Sale

The Nature of Mathematical Modeling

Regular price $11.90 $5.90 50% off
Unit price
per
ISBN: 9780521570954
Authors: Neil Gershenfeld
Date of Publication: 1998-11-28
Format: Hardcover
Goodreads rating: 3.88
(rated by 24 readers)

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Description

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.
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Unveiling mathematical modeling's versatile toolkit.

If you've ever been curious about how mathematics can be applied to solve real-world problems, "The Nature of Mathematical Modeling" could be an excellent guide for you. It's like a Swiss Army knife for anyone interested in learning different mathematical techniques and their applications across various fields. The range of topics covered offers a whistle-stop tour of mathematical methods, each with enough depth to equip you and inspire further exploration. Whether you're a student or a professional, you'll find this book both enlightening and practically useful.