Sunday, December 1, 2013

Introduction to Computational Modeling Using C and Open-Source Tools

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Introduction to Computational Modeling Using C and Open-Source Tools Title: Introduction to Computational Modeling Using C and Open-Source Tools
Author: Jose M. Garrido
Publisher: 2013-11-13
Format: Online PDF (461 pages, 6.7MB)
Language: English
ISBN-10: 1482216787
ISBN-13: 9781482216783

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Introduction to Computational Modeling Using C and Open-Source Tools presents the fundamentals of computational models from a computer science perspective. It explains how to implement this pattern using the C programming language. The software tools used in the book include the Gnu scientific library (GSL), which is a free software library of C functions, and a flexible, open-source data visualizations to gnuplot. All source files, shell scripts, and additional notes are located at science.kennesaw.edu/~ comp_models/JGarrido The first book presents an overview of problem solving and introduce the concepts, principles, and the development of computational model before covering the principles of programming in the C programming language.

Table of Contents

Chapter 1: Problem Solving and Computing
Chapter 2: Programs
Chapter 3: Modular Decomposition: Functions
Chapter 4: More Concepts of Computational Models
Chapter 5: Algorithms and Programs
Chapter 6: Selection
Chapter 7: Repetition
Chapter 8: Arrays
Chapter 9: Pointers
Chapter 10: Linked Lists
Chapter 11: Text Data
Chapter 12: Computational Models with Arithmetic Growth
Chapter 13: Computational Models with Quadratic Growth
Chapter 14: Models with Geometric Growth
Chapter 15: Computational Models with Polynomials
Chapter 16: Models with Interpolation and Curve Fitting
Chapter 17: Using Vectors with the GSL
Chapter 18: Matrices and Sets of Linear Equations
Chapter 19: Introduction to Dynamical Systems
Chapter 20: Linear Optimization Modeling
Chapter 21: Solving Linear Optimization Problems
Chapter 22: Sensitivity Analysis and Duality
Chapter 23: Transportation Models
Chapter 24: Network Models
Chapter 25: Integer Linear Optimization Models
Appendix A: GNU C Compiler Tool
Appendix B: Introduction to Linux

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