Mathematical Models in Biology
Mathematical Models in Biology
This introductory textbook on mathematical biology focuses on discrete models across a variety of biological subdisciplines. Biological topics treated include linear and non-linear models of populations, Markov models of molecular evolution, phylogenetic tree construction, genetics, and infectious disease models. The coverage of models of molecular evolution and phylogenetic tree construction from DNA sequence data is unique among books at this level. Computer investigations with MATLAB are incorporated throughout, in both exercises and more extensive projects, to give readers hands-on experience with the mathematical models developed. MATLAB programs accompany the text. Mathematical tools, such as matrix algebra, eigenvector analysis, and basic probability, are motivated by biological models and given self-contained developments, so that mathematical prerequisites are minimal.
- Exercises and projects are creative, often open-ended and motivated by current research whenever possible
- Coverage of molecular evolution models and phylogenic tree construction is unique in books at this basic mathematical level
- Incorporation of MATLAB exercises and projects throughout, with MATLAB programs provided
Reviews & endorsements
'… many institutions, like mine, are looking into ways of adding a mathematical modeling component into the undergraduate curriculum for general biology students. This book will be a great asset to these institutions … a very interesting and challenging book for undergraduate students with a strong interest in biology …'. Mei Zhu, Pacific Lutheran University
'I found this book interesting since many institutions, like mine, are looking into ways of adding a mathematical modeling component into the undergraduate curriculum for general biology students. This book will be a great asset to these institutions … Overall, this is a very interesting and challenging book for undergraduate students with a strong interest in biology, but not necessarily with a calculus background. Students with a strong mathematical background will also benefit from this book … This book is also a good reference book for biologists who are interested in learning mathematical modeling or integrating it into teaching their undergraduate biology courses.' Mei Zhu, Pacific Lutheran University
'… eminently suitable for their target undergraduate audiences and, indeed, for anyone curious to learn more about this increasingly important and undeniably exciting area of applied mathematics.' The Mathematical Gazette
'… an attractive introduction to the modeling of biological processes at a very elementary level.' Zentralblatt MATH
'This is an attractive introduction into the modelling of biological processes at a very elementary level. … Many exercises motivate the reader to acquire a deeper understanding of the topics treated. Also a substantial number of MATLAB projects are suggested to give the students hands-on experience.' Monatshefte für Mathematik
Product details
December 2003Hardback
9780521819800
388 pages
236 × 158 × 30 mm
0.65kg
65 b/w illus. 40 tables 375 exercises
Available
Table of Contents
- 1. Dynamic modeling with different equations
- 2. Linear models of structured populations
- 3. Non-linear models of interactions
- 4. Modeling molecular evolution
- 5. Constructing phylogenic trees
- 6. Genetics
- 7. Infectious disease modeling
- 8. Curve fitting and biological modeling
- Appendix A. Basic analysis of numerical data
- Appendix B. For further reading.
