E Book

Modeling Biological Systems:

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Principles -- Models of Systems -- The Modeling Process -- Qualitative Model Formulation -- Quantitative Model Formulation: I -- Quantitative Model Formulation: II -- Numerical Techniques -- Parameter Estimation -- Model Validation -- Model Analysis: Uncertainty and Behavior -- Stochastic Models -- Applications -- Photosynthesis and Plant Growth -- Hormonal Control in Mammals -- Populations and Individuals -- Chemostats -- Diseases -- Spatial Patterns and Processes -- Scaling Models -- Chaos in Biology -- Cellular Automata and Recursive Growth -- Evolutionary Computation.This extensively revised second edition of Modeling Biological Systems: Principles and Applications describes the essentials of creating and analyzing mathematical and computer simulation models for advanced undergraduates and graduate students. It offers a comprehensive understanding of the underlying principle, as well as details and equations applicable to a wide variety of biological systems and disciplines. Students will acquire from this text the tools necessary to produce their own models. The text contains two major sections: Principles and Applications. The first section discusses the principles of biological systems with a thorough description of the essential modeling activities of formulation, implementation, validation, and analysis. These activities are illustrated by a set of example models taken from recent and classical literature, chosen for their breadth of coverage and current timeliness. The new edition updates extensively many of these topics, especially quantitative model formulation, validation and model discrimination using information theory measures and Bayesian probability, and stability analysis and non-dimensionalization.

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Ketersediaan

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Informasi Detail

Judul Seri

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No. Panggil

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Penerbit

Boston, MA : Springer., 2005

Deskripsi Fisik

XI, 475 p.online resource.

Bahasa

English

ISBN/ISSN

9780387250120

Klasifikasi

570

Tipe Isi

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Tipe Media

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Tipe Pembawa

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Edisi

2nd ed.

Subjek

Bioinformatics.
Bioinformatics .
Computational biology .
Computer Appl. in Life Sciences.
Life sciences.
Life Sciences, general.
Ecology .
Ecology.
Zoology.

Info Detail Spesifik

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Pernyataan Tanggungjawab

James W. Haefner.

Versi lain/terkait

Lampiran Berkas

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