Mathematical Models In Biology - Allman Elizabeth S.; Rhodes John A. | Libro Cambridge University Press 10/2003 - HOEPLI.it


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allman elizabeth s.; rhodes john a. - mathematical models in biology

Mathematical Models in Biology An Introduction

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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 10/2003





Trama

Focusing on discrete models across a variety of biological subdisciplines, this introductory textbook includes linear and non-linear models of populations, Markov models of molecular evolution, phylogenetic tree construction from DNA sequence data, genetics, and infectious disease models. Assuming no knowledge of calculus, the development of mathematical topics, such as matrix algebra and basic probability, is motivated by the biological models. Computer research with MATLAB is incorporated throughout in exercises and more extensive projects to provide readers with actual experience with the mathematical models.




Note Editore

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.




Sommario

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.




Prefazione

This introductory textbook focuses on discrete models across a variety of biological subdisciplines, including linear and non-linear models of populations, Markov models of molecular evolution, phylogenetic tree construction, genetics, and infectious disease models. The book assumes no calculus. Computer investigations with MATLAB are incorporated throughout.







Altre Informazioni

ISBN:

9780521525862

Condizione: Nuovo
Dimensioni: 229 x 25 x 152 mm Ø 518 gr
Formato: Brossura
Illustration Notes:65 b/w illus. 40 tables 375 exercises
Pagine Arabe: 386






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