B. Hannon – Modeling Dynamic Biological Systems (2nd edition, 2014)
1.225 ₽
Автор: B. Hannon
Название книги: Modeling Dynamic Biological Systems (2nd edition)
Формат: PDF
Жанр: Биоинформатика
Страницы: 419
Качество: Изначально компьютерное, E-book
Many biologists and ecologists have developed models that find widespread use in theoretical investigations and in applications to organism behavior, disease control, population and metapopulation theory, ecosystem dynamics, and environmental management. This book captures and extends the process of model development by concentrating on the dynamic aspects of these processes and by providing the tools such that virtually anyone with basic knowledge in the Life Sciences can develop meaningful dynamic models. Examples of the systems modeled in the book range from models of cell development, the beating heart, the growth and spread of insects, spatial competition and extinction, to the spread and control of epidemics, including the conditions for the development of chaos. Key features: – easy-to-learn and easy-to-use software – examples from many subdisciplines of biology, covering models of cells, organisms, populations, and metapopulations – no prior computer or programming experience required Key benefits: – learn how to develop modeling skills and system thinking on your own rather than use models developed by others – be able to easily run models under alternative assumptions and investigate the implications of these assumptions for the dynamics of the biological system being modeled – develop skills to assess the dynamics of biological systems
Описание
B. Hannon – Modeling Dynamic Biological Systems (2nd edition, 2014) — это практическое руководство по созданию и анализу динамических моделей в биологии. Книга учит, как переводить реальные биологические процессы в математические модели, чтобы понимать поведение систем во времени.
Авторы подробно разбирают принципы системного моделирования, использование программного обеспечения Stella и Python, методы имитационного моделирования, анализ чувствительности и калибровку моделей. Особое внимание уделяется биологическим примерам: динамике популяций, экосистемам, физиологическим процессам, эпидемиям и биохимическим сетям.
- студентам и исследователям в области биоинформатики и системной биологии
- специалистам по математическому моделированию в экологии и физиологии
- учёным, желающим освоить инструменты имитационного моделирования
- всем, кто хочет перейти от описательной биологии к количественному анализу
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