PDF Ebook Mathematical Concepts and Methods in Modern Biology: Using Modern Discrete ModelsFrom Academic Press
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Mathematical Concepts and Methods in Modern Biology: Using Modern Discrete ModelsFrom Academic Press
PDF Ebook Mathematical Concepts and Methods in Modern Biology: Using Modern Discrete ModelsFrom Academic Press
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Mathematical Concepts and Methods in Modern Biology offers a quantitative framework for analyzing, predicting, and modulating the behavior of complex biological systems. The book presents important mathematical concepts, methods and tools in the context of essential questions raised in modern biology.
Designed around the principles of project-based learning and problem-solving, the book considers biological topics such as neuronal networks, plant population growth, metabolic pathways, and phylogenetic tree reconstruction. The mathematical modeling tools brought to bear on these topics include Boolean and ordinary differential equations, projection matrices, agent-based modeling and several algebraic approaches. Heavy computation in some of the examples is eased by the use of freely available open-source software.
- Features self-contained chapters with real biological research examples using freely available computational tools
- Spans several mathematical techniques at basic to advanced levels
- Offers broad perspective on the uses of algebraic geometry/polynomial algebra in molecular systems biology
- Sales Rank: #1824190 in eBooks
- Published on: 2013-02-26
- Released on: 2013-02-26
- Format: Kindle eBook
Review
"Contributors in biology, in mathematics, and in bioinformatics introduce undergraduate students and their instructors to more applications of discrete mathematics to biology than can be found in standard textbooks. The goal is not to be comprehensive, but to open the door to more advanced and specialized resources."--Reference and Research Book News, August 2013
About the Author
Raina Robeva was born in Sofia, Bulgaria. She has a PhD in Mathematics from the University of Virginia and has led multiple NSF-funded curriculum development projects at the interface of mathematics and biology. She is the lead author of the textbook An Invitation to Biomathematics (2008) and the lead editor of the volume Mathematical Concepts and Methods in Modern Biology: Using Modern Discrete Models (2013), both published by Academic Press. Robeva is the founding Chief Editor of the research journal Frontiers in Systems Biology. She is a professor of Mathematical Sciences at Sweet Briar College and lives in Charlottesville, Virginia.
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