Introduction to Computational Modeling Using C and Open-Source Tools

Introduction to Computational Modeling Using C and Open-Source Tools presents the fundamental principles of computational models from a computer science perspective. It explains how to implement these models using the C programming language. The software tools used in the book include the Gnu Scientific Library (GSL), which is a free software libra

Jose M. Garrido is professor in the Department of Computer Science at Kennesaw State University. Dr. Garrido's research focuses on object-oriented modeling and simulation, multidisciplinary computational modeling, formal specification of real-time systems, language design and processors, and modeling systems performance. He developed the Psim3, PsimJ, and PsimJ2 simulation packages for C++ and Java as well as the Object-Oriented Simulation Language (OOSimL). He received a Ph.D. from George Mason University.

Problem Solving and Computing. Programs. Modular Decomposition: Functions. More Concepts of Computational Models. Algorithms and Programs. Selection. Repetition. Arrays. Pointers. Linked Lists. Text Data. Computational Models with Arithmetic Growth. Computational Models with Quadratic Growth. Models with Geometric Growth. Computational Models with Polynomials. Models with Interpolation and Curve Fitting. Using Vectors with the GSL. Matrices and Sets of Linear Equations. Introduction to Dynamical Systems. Linear Optimization Modeling. Solving Linear Optimization Problems. Sensitivity Analysis and Duality. Transportation Models. Network Models. Integer Linear Optimization Models. Appendices.