Screen LibraryAlgebraic and discrete mathematical methods for modern biology /
Written by experts in both mathematics and biology, Algebraic and Discrete Mathematical Methods for Modern Biology offers a bridge between math and biology, providing a framework for simulating, analyzing, predicting, and modulating the behavior of complex biological systems. Each chapter begins wit...
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| Published: |
Academic Press,
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| Publisher Address: | London, UK : |
| Publication Dates: | 2015. |
| Literature type: | eBook |
| Language: | English |
| Subjects: | |
| Online Access: |
http://www.sciencedirect.com/science/book/9780128012130 |
| Summary: |
Written by experts in both mathematics and biology, Algebraic and Discrete Mathematical Methods for Modern Biology offers a bridge between math and biology, providing a framework for simulating, analyzing, predicting, and modulating the behavior of complex biological systems. Each chapter begins with a question from modern biology, followed by the description of certain mathematical methods and theory appropriate in the search of answers. Every topic provides a fast-track pathway through the problem by presenting the biological foundation, covering the relevant mathematical theory, and highlighting connections between them. Many of the projects and exercises embedded in each chapter utilize specialized software, providing students with much-needed familiarity and experience with computing applications, critical components of the "modern biology" skill set. This book is appropriate for mathematics courses such as finite mathematics, discrete structures, linear algebra, abstract/modern algebra, graph theory, probability, bioinformatics, statistics, biostatistics, and modeling, as well as for biology courses such as genetics, cell and molecular biology, biochemistry, ecology, and evolution. |
| Item Description: | Includes index. |
| Carrier Form: | 1 online resource |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9780128012710 0128012714 |
| Index Number: | QH323 |
| CLC: | Q-332 |
| Contents: | Graph theory for systems biology: interval graphs, motifs, and pattern recognition / John R. Jungck, Rama Viswanathan -- Food webs and graphs / Margaret (Midge) Cozzens -- Adaptation and fitness graphs / Kristina Crona, Emilie Wiesner -- Signaling networks: asynchronous Boolean models / R ka Albert, Raina Robeva -- Dynamics of complex Boolean networks: canalization, stability, and criticality / Qijun He, Matthew Macauley, Robin Davies -- Steady state analysis of Boolean models: a dimension reduction approach / Alan Veliz-Cuba, David Murrugarra -- BioModel engineering with petri nets / Mary Ann Bl tke, Monika Heiner, Wolfgang Marwan -- Transmission of infectious diseases: data, models, and simulations / Winfried Just, Hannah Callender, M. Drew LaMar, Natalia Toporikova -- Disease transmission dynamics on networks: network structure versus disease dynamics / Winfried Just, Hannah Callender, M. Drew LaMar -- Predicting correlated responses in quantitative traits under selection: a linear algebra approach / Janet Steven, Bessie Kirkwood -- Metabolic analysis: algebraic and geometric methods / Terrell L. Hodge, Blair R. Szymczyna, Todd J. Barkman -- Reconstructing the phylogeny: computational methods / Grady Weyenberg, Ruriko Yoshida -- RNA secondary structures: combinatorial models and folding algorithms / Qijun He, Matthew Macauley, Robin Davies -- RNA secondary structures: an approach through pseudoknots and fatgraphs / Christian M. Reidys. |