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Mathematical Methods in Biology
Wiley Series in Pure and Applied Mathematics
Taschenbuch von J David/Wolesensky, William Logan
Sprache: Englisch

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Beschreibung
A one-of-a-kind guide to using deterministic and probabilistic methods for solving problems in the biological sciencesHighlighting the growing relevance of quantitative techniques in scientific research, Mathematical Methods in Biology provides an accessible presentation of the broad range of important mathematical methods for solving problems in the biological sciences. The book reveals the growing connections between mathematics and biology through clear explanations and specific, interesting problems from areas such as population dynamics, foraging theory, and life history [...] authors begin with an introduction and review of mathematical tools that are employed in subsequent chapters, including biological modeling, calculus, differential equations, dimensionless variables, and descriptive statistics. The following chapters examine standard discrete and continuous models using matrix algebra as well as difference and differential equations. Finally, the book outlines probability, statistics, and stochastic methods as well as material on bootstrapping and stochastic differential equations, which is a unique approach that is not offered in other literature on the [...] order to demonstrate the application of mathematical methods to the biological sciences, the authors provide focused examples from the field of theoretical ecology, which serve as an accessible context for study while also demonstrating mathematical skills that are applicable to many other areas in the life sciences. The book's algorithms are illustrated using MATLAB(r), but can also be replicated using other software packages, including R, Mathematica(r), and Maple; however, the text does not require any single computer algebra package. Each chapter contains numerous exercises and problems that range in difficulty, from the basic to more challenging, to assist readers with building their problem-solving skills. Selected solutions are included at the back of the book, and a related Web site features supplemental material for further study.Extensively class-tested to ensure an easy-to-follow format, Mathematical Methods in Biology is an excellent book for mathematics and biology courses at the upper-undergraduate and graduate levels. It also serves as a valuable reference for researchers and professionals working in the fields of biology, ecology, and biomathematics.|Mathematik trifft Biologie: Dieser Band lotet ein spannendes Grenzgebiet aus. Er informiert nicht nur über Grundlagen, sondern auch über moderne Spezialthemen wie Populationsdynamik, Fütterungstheorie und Theorie der Lebensgeschichte und enthält Material, dass Sie ansonsten kaum in der Literatur finden. Zunächst vermitteln die Autoren das notwendige mathematische Rüstzeug (biologische Modellierung, Infinitesimalrechnung, Differenzialgleichungen, dimensionslose Variable, deskriptive Statistik). Anschließend untersuchen sie diskrete und kontinuierliche Standardmodelle (Matrizenalgebra ebenso wie Differenzen- und Differenzialgleichungen). Im letzten Teil geht es um Wahrscheinlichkeitsrechnung, Statistik, stochastische Methoden, Bootstrapping und stochastische Differenzialgleichungen.
A one-of-a-kind guide to using deterministic and probabilistic methods for solving problems in the biological sciencesHighlighting the growing relevance of quantitative techniques in scientific research, Mathematical Methods in Biology provides an accessible presentation of the broad range of important mathematical methods for solving problems in the biological sciences. The book reveals the growing connections between mathematics and biology through clear explanations and specific, interesting problems from areas such as population dynamics, foraging theory, and life history [...] authors begin with an introduction and review of mathematical tools that are employed in subsequent chapters, including biological modeling, calculus, differential equations, dimensionless variables, and descriptive statistics. The following chapters examine standard discrete and continuous models using matrix algebra as well as difference and differential equations. Finally, the book outlines probability, statistics, and stochastic methods as well as material on bootstrapping and stochastic differential equations, which is a unique approach that is not offered in other literature on the [...] order to demonstrate the application of mathematical methods to the biological sciences, the authors provide focused examples from the field of theoretical ecology, which serve as an accessible context for study while also demonstrating mathematical skills that are applicable to many other areas in the life sciences. The book's algorithms are illustrated using MATLAB(r), but can also be replicated using other software packages, including R, Mathematica(r), and Maple; however, the text does not require any single computer algebra package. Each chapter contains numerous exercises and problems that range in difficulty, from the basic to more challenging, to assist readers with building their problem-solving skills. Selected solutions are included at the back of the book, and a related Web site features supplemental material for further study.Extensively class-tested to ensure an easy-to-follow format, Mathematical Methods in Biology is an excellent book for mathematics and biology courses at the upper-undergraduate and graduate levels. It also serves as a valuable reference for researchers and professionals working in the fields of biology, ecology, and biomathematics.|Mathematik trifft Biologie: Dieser Band lotet ein spannendes Grenzgebiet aus. Er informiert nicht nur über Grundlagen, sondern auch über moderne Spezialthemen wie Populationsdynamik, Fütterungstheorie und Theorie der Lebensgeschichte und enthält Material, dass Sie ansonsten kaum in der Literatur finden. Zunächst vermitteln die Autoren das notwendige mathematische Rüstzeug (biologische Modellierung, Infinitesimalrechnung, Differenzialgleichungen, dimensionslose Variable, deskriptive Statistik). Anschließend untersuchen sie diskrete und kontinuierliche Standardmodelle (Matrizenalgebra ebenso wie Differenzen- und Differenzialgleichungen). Im letzten Teil geht es um Wahrscheinlichkeitsrechnung, Statistik, stochastische Methoden, Bootstrapping und stochastische Differenzialgleichungen.
Details
Erscheinungsjahr: 2009
Genre: Importe, Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: 436 S.
ISBN-13: 9780470525876
ISBN-10: 0470525878
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Logan, J David/Wolesensky, William
Auflage: 1/2009
Hersteller: Wiley-VCH GmbH
Verantwortliche Person für die EU: Wiley-VCH GmbH, Boschstr. 12, D-69469 Weinheim, product-safety@wiley.com
Maße: 238 x 158 x 19 mm
Von/Mit: J David/Wolesensky, William Logan
Erscheinungsdatum: 11.09.2009
Gewicht: 0,594 kg
Artikel-ID: 101557689
Details
Erscheinungsjahr: 2009
Genre: Importe, Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: 436 S.
ISBN-13: 9780470525876
ISBN-10: 0470525878
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Logan, J David/Wolesensky, William
Auflage: 1/2009
Hersteller: Wiley-VCH GmbH
Verantwortliche Person für die EU: Wiley-VCH GmbH, Boschstr. 12, D-69469 Weinheim, product-safety@wiley.com
Maße: 238 x 158 x 19 mm
Von/Mit: J David/Wolesensky, William Logan
Erscheinungsdatum: 11.09.2009
Gewicht: 0,594 kg
Artikel-ID: 101557689
Sicherheitshinweis