Mathematical Concepts and Methods in Modern Biology
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ISBN/EAN:
9780124157934
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
Autor: | Raina Robeva, Terrell Hodge |
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EAN: | 9780124157934 |
eBook Format: | ePUB/PDF |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 26.02.2013 |
Untertitel: | Using Modern Discrete Models |
Kategorie: | |
Schlagworte: | ABM Agent-based model Algebraic framework Algebraic model American ginseng (Panax quinquefolius) Attractor Axon guidance Balanced minimum evolution Baum-Welch algorithm Bistability Boolean algebra CpG island identification á-galactosidase |
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