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Explorations of Mathematical Models in Biology with MATLAB
English | ISBN: 1118032128 | 2014 | 304 pages | PDF conv | 6 MB
Explore and analyze the solutions of mathematical models from diverse disciplines
As biology increasingly depends on data, algorithms, and models, it has become necessary to use a computing language, such as the user–friendly MATLAB, to focus more on building and analyzing models as opposed to configuring tedious calculations. provides an introduction to model creation using MATLAB, followed by the translation, analysis, interpretation, and observation of the models.
With an integrated and interdisciplinary approach that embeds mathematical modeling into biological applications, the book illustrates numerous applications of mathematical techniques within biology, ecology, and environmental sciences. Featuring a quantitative, computational, and mathematical approach, the book includes:
Examples of real–world applications, such as population dynamics, genetics, drug administration, interacting species, and the spread of contagious diseases, to showcase the relevancy and wide applicability of abstract mathematical techniques
Discussion of various mathematical concepts, such as Markov chains, matrix algebra, eigenvalues, eigenvectors, first–order linear difference equations, and nonlinear first–order difference equations
Coverage of difference equations to model a wide range of real–life discrete time situations in diverse areas as well as discussions on matrices to model linear problems
Solutions to selected exercises and additional MATLAB codes
is an ideal textbook for upper–undergraduate courses in mathematical models in biology, theoretical ecology, bioeconomics, forensic science, applied mathematics, and environmental science. The book is also an excellent reference for biologists, ecologists, mathematicians, biomathematicians, and environmental and resource economists.
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