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      Book

      Introduction to Computational Models with Python
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      Book

      Introduction to Computational Models with Python

      DOI link for Introduction to Computational Models with Python

      Introduction to Computational Models with Python book

      Introduction to Computational Models with Python

      DOI link for Introduction to Computational Models with Python

      Introduction to Computational Models with Python book

      ByJose M. Garrido
      Edition 1st Edition
      First Published 2015
      eBook Published 2 September 2015
      Pub. Location New York
      Imprint Chapman and Hall/CRC
      DOI https://doi.org/10.1201/b18861
      Pages 496
      eBook ISBN 9780429183263
      Subjects Computer Science, Mathematics & Statistics
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      Garrido, J.M. (2015). Introduction to Computational Models with Python (1st ed.). Chapman and Hall/CRC. https://doi.org/10.1201/b18861

      ABSTRACT

      Introduction to Computational Models with Python explains how to implement computational models using the flexible and easy-to-use Python programming language. The book uses the Python programming language interpreter and several packages from the huge Python Library that improve the performance of numerical computing, such as the Numpy and Scipy m

      TABLE OF CONTENTS

      part |2 pages

      Section 1 Problem Solving

      chapter 1|22 pages

      Problem Solving And Computing

      chapter 2|20 pages

      Simple Python Programs

      part |2 pages

      Section 2 Basic Programming Principles With Python

      chapter 3|10 pages

      Modules And Functions

      chapter 4|12 pages

      Program Structures

      chapter 5|14 pages

      The Selection Program Structure

      chapter 6|16 pages

      The Repetition Program Structure

      part |2 pages

      Section 3 Data Structures, Object Orientation, And Recursion

      chapter 7|30 pages

      Python Lists, Strings, And Other Data Sequences

      chapter 8|6 pages

      Object Orientation

      chapter 9|14 pages

      Object-Oriented Programs

      chapter 10|16 pages

      Linked Lists

      chapter 11|8 pages

      Recursion

      part |2 pages

      Section 4 Fundamental Computational Models With Python

      chapter 12|14 pages

      Computational Models With Arithmetic Growth

      chapter 13|12 pages

      Computational Models With Quadratic Growth

      chapter 14|10 pages

      Models With Geometric Growth

      chapter 15|10 pages

      Computational Models With Polynomial Growth

      chapter 16|18 pages

      Empirical Models With Interpolation And Curve Fitting

      chapter 17|16 pages

      Using Arrays With Numpy

      chapter 18|28 pages

      Models With Matrices And Linear Equations

      chapter 19|38 pages

      Introduction To Models Of Dynamical Systems

      part |2 pages

      Section 5 Linear Optimization Models

      chapter 20|16 pages

      Linear Optimization Modeling

      chapter 21|16 pages

      Solving Linear Optimization Models

      chapter 22|12 pages

      Sensitivity Analysis And Duality

      chapter 23|38 pages

      Transportation Models

      chapter 24|32 pages

      Network Models

      chapter 25|20 pages

      Integer Linear Optimization Models

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