This book is based on a one semester course that the authors have been teaching for several years, and includes two sets of case studies. The first includes chemostat models, predator-prey interaction, competition among species, the spread of infectious diseases, and oscillations arising from bifurcations. In developing these topics, readers will also be introduced to the basic theory of ordinary differential equations, and how to work with MATLAB without having any prior programming experience.
The second set of case studies were adapted from recent and current research papers to the level of the students. Topics have been selected based on public health interest. This includes the risk of atherosclerosis associated with high cholesterol levels, cancer and immune interactions, cancer therapy, and tuberculosis. Readers will experience how mathematical models and their numerical simulations can provide explanations that guide biological andbiomedical research.
Considered to be the undergraduate companion to the more advanced book "Mathematical Modeling of Biological Processes" (A. Friedman, C.-Y. Kao, Springer - 2014), this book is geared towards undergraduate students with little background in mathematics and no biological background.
Rezensionen / Stimmen
"The book under review is an interesting addition to the list of mathematical biology texts and is designed for students, in both mathematics and biology, who have completed a semester or two of calculus. . The biological applications are well chosen and indicate how differential equations are used in biological research. Overall, this is a nice textbook for a first introduction to mathematical biology." (Jason M. Graham, Mathematical Reviews, November, 2016)
Produkt-Info
Previously published in hardcover
Reihe
Auflage
Softcover reprint of the original 1st ed. 2016
Sprache
Verlagsort
Verlagsgruppe
Springer International Publishing
Zielgruppe
Illustrationen
11
38 farbige Abbildungen, 11 s/w Abbildungen
VII, 172 p. 49 illus., 38 illus. in color.
Maße
Höhe: 235 mm
Breite: 155 mm
Dicke: 10 mm
Gewicht
ISBN-13
978-3-319-80614-3 (9783319806143)
DOI
10.1007/978-3-319-29638-8
Schweitzer Klassifikation
Ching-Shan Chou is an Associate Professor in the Department of Mathematics at Ohio State University. She received her Ph.D. in the area of applied mathematics from Brown University. She is currently working in the area of computational and mathematical biology.
Avner Friedman is a Distinguished University Professor at Ohio State University. He received his Ph.D. in 1956 from the Hebrew University. His research interests include partial differential equations, both general mathematical theory as well as applications to models that arise in the physical and life sciences, in engineering, and in industry.
Introduction.- Bacterial Growth in Chemostat.- System of Two Linear Differential Equations.- System of Two Differential Equations.- Predator-Prey Models.- Two Competing Populations.- General Systems of Differential Equations.- The Chemostat Model Revisited.- Spread of Disease.- Enzyme Dynamics.- Bifurcation Theory.- Atherosclerosis: The Risk of High Cholesterol.- Cancer-Immune Interaction. Cancer Therapy.- Tuberculosis.- Solutions.
