James W. Haefner

Modeling Biological Systems: (eBook, PDF)

Principles and Applications

• Format: PDF

Produktbeschreibung

This extensively revised second edition describes the essentials of creating and analyzing mathematical and computer simulation models. 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. The new edition extensively updates many of these topics, and is more rigorous and mathematical than the competitive titles, which are intended for a less sophisticated reader.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 475
• Erscheinungstermin: 5. Dezember 2005
• Englisch
• ISBN-13: 9780387250120
• Artikelnr.: 43732712

Autorenporträt

James W. Haefner, Utah State University, Logan, UT, USA

Inhaltsangabe

Principles.- Models of Systems.- The Modeling Process.- Qualitative Model Formulation.- Quantitative Model Formulation: I.- Quantitative Model Formulation: II.- Numerical Techniques.- Parameter Estimation.- Model Validation.- Model Analysis: Uncertainty and Behavior.- Stochastic Models.- Applications.- Photosynthesis and Plant Growth.- Hormonal Control in Mammals.- Populations and Individuals.- Chemostats.- Diseases.- Spatial Patterns and Processes.- Scaling Models.- Chaos in Biology.- Cellular Automata and Recursive Growth.- Evolutionary Computation.