Introduction to Computational Models with Python

Jose M. Garrido

ISBN 10: 0367575531 / ISBN 13: 9780367575533

Verlag: Chapman And Hall/CRC, 2020

Beschreibung

nach der Bestellung gedruckt Neuware - Printed after ordering - 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 modules. The Python source code and data files are available on the author's website.The book's five sections present: An overview of problem solving and simple Python programs, introducing the basic models and techniques for designing and implementing problem solutions, independent of software and hardware toolsProgramming principles with the Python programming language, covering basic programming concepts, data definitions, programming structures with flowcharts and pseudo-code, solving problems, and algorithmsPython lists, arrays, basic data structures, object orientation, linked lists, recursion, and running programs under LinuxImplementation of computational models with Python using Numpy, with examples and case studies The modeling of linear optimization problems, from problem formulation to implementation of computational modelsThis book introduces the principles of computational modeling as well as the approaches of multi- and interdisciplinary computing to beginners in the field. It provides the foundation for more advanced studies in scientific computing, including parallel computing using MPI, grid computing, and other methods and techniques used in high-performance computing.

Bestandsnummer des Verkäufers 9780367575533

Bibliografische Details

• Titel: Introduction to Computational Models with Python
• Verlag: Chapman And Hall/CRC
• Erscheinungsjahr: 2020
• Sprache: Englisch
• ISBN-10: 0367575531
• ISBN-13: 9780367575533
• Einband: Taschenbuch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

Emphasizing analytical skill development and problem solving, this book shows how to implement computational models using the flexible and easy-to-use Python programming language. It provides the foundation for more advanced work in scientific computing. The book uses the Python programming language interpreter and several packages from the huge

Über die Autorin bzw. den Autor

José M. Garrido is a professor in the Department of Computer Science at Kennesaw State University. Dr. Garrido is the author of several books and numerous research papers. His research interests include software development, operating systems, computational modeling, object-oriented simulation, and system formal specification.