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Quantifying Life

- A Symbiosis of Computation, Mathematics, and Biology
Af: Dmitry A. Kondrashov Engelsk Paperback

Quantifying Life

- A Symbiosis of Computation, Mathematics, and Biology
Af: Dmitry A. Kondrashov Engelsk Paperback
Tjek vores konkurrenters priser
Since the time of Isaac Newton, physicists have used mathematics to describe the behavior of matter of all sizes, from subatomic particles to galaxies. In the past three decades, as advances in molecular biology have produced an avalanche of data, computational and mathematical techniques have also become necessary tools in the arsenal of biologists. But while quantitative approaches are now providing fundamental insights into biological systems, the college curriculum for biologists has not caught up, and most biology majors are never exposed to the computational and probabilistic mathematical approaches that dominate in biological research. With Quantifying Life, Dmitry A. Kondrashov offers an accessible introduction to the breadth of mathematical modeling used in biology today. Assuming only a foundation in high school mathematics, Quantifying Life takes an innovative computational approach to developing mathematical skills and intuition. Through lessons illustrated with copious examples, mathematical and programming exercises, literature discussion questions, and computational projects of various degrees of difficulty, students build and analyze models based on current research papers and learn to implement them in the R programming language. This interplay of mathematical ideas, systematically developed programming skills, and a broad selection of biological research topics makes Quantifying Life an invaluable guide for seasoned life scientists and the next generation of biologists alike.
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Since the time of Isaac Newton, physicists have used mathematics to describe the behavior of matter of all sizes, from subatomic particles to galaxies. In the past three decades, as advances in molecular biology have produced an avalanche of data, computational and mathematical techniques have also become necessary tools in the arsenal of biologists. But while quantitative approaches are now providing fundamental insights into biological systems, the college curriculum for biologists has not caught up, and most biology majors are never exposed to the computational and probabilistic mathematical approaches that dominate in biological research. With Quantifying Life, Dmitry A. Kondrashov offers an accessible introduction to the breadth of mathematical modeling used in biology today. Assuming only a foundation in high school mathematics, Quantifying Life takes an innovative computational approach to developing mathematical skills and intuition. Through lessons illustrated with copious examples, mathematical and programming exercises, literature discussion questions, and computational projects of various degrees of difficulty, students build and analyze models based on current research papers and learn to implement them in the R programming language. This interplay of mathematical ideas, systematically developed programming skills, and a broad selection of biological research topics makes Quantifying Life an invaluable guide for seasoned life scientists and the next generation of biologists alike.
Produktdetaljer
Sprog: Engelsk
Sider: 418
ISBN-13: 9780226371764
Indbinding: Paperback
Udgave:
ISBN-10: 022637176X
Kategori: Matematik
Udg. Dato: 4 aug 2016
Længde: 27mm
Bredde: 154mm
Højde: 231mm
Forlag: The University of Chicago Press
Oplagsdato: 4 aug 2016
Forfatter(e): Dmitry A. Kondrashov
Forfatter(e) Dmitry A. Kondrashov


Kategori Matematik


ISBN-13 9780226371764


Sprog Engelsk


Indbinding Paperback


Sider 418


Udgave


Længde 27mm


Bredde 154mm


Højde 231mm


Udg. Dato 4 aug 2016


Oplagsdato 4 aug 2016


Forlag The University of Chicago Press