Modeling Biological Systems

Principles and Applications

  • James W. Haefner

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Principles

  3. Applications

    1. Pages 295-306
    2. Pages 307-323
    3. Pages 342-355
    4. Pages 356-389

About this book

Introduction

This extensively revised second edition of Modeling Biological Systems: Principles and Applications describes the essentials of creating and analyzing mathematical and computer simulation models for advanced undergraduates and graduate students. It offers a comprehensive understanding of the underlying principle, as well as details and equations applicable to a wide variety of biological systems and disciplines. Students will acquire from this text the tools necessary to produce their own models.

The text contains two major sections: Principles and Applications. The first section discusses the principles of biological systems with a thorough description of the essential modeling activities of formulation, implementation, validation, and analysis. These activities are illustrated by a set of example models taken from recent and classical literature, chosen for their breadth of coverage and current timeliness. The new edition updates extensively many of these topics, especially quantitative model formulation, validation and model discrimination using information theory measures and Bayesian probability, and stability analysis and non-dimensionalization.

Keywords

behavior biological biology computational biology evolution mammals plant plant growth population

Authors and affiliations

  • James W. Haefner
    • 1
  1. 1.Utah State University

Bibliographic information

  • DOI https://doi.org/10.1007/b106568
  • Copyright Information Springer Science+Business Media, Inc. 2005
  • Publisher Name Springer, Boston, MA
  • eBook Packages Biomedical and Life Sciences
  • Print ISBN 978-0-387-25011-3
  • Online ISBN 978-0-387-25012-0
  • About this book