| Dewey Class |
519 |
| Titel |
Dynamics of Mathematical Models in Biology ([EBook]) : Bringing Mathematics to Life / / edited by Alessandra Rogato, Valeria Zazzu, Mario Guarracino. |
| Added Personal Name |
Rogato, Alessandra editor. |
| Zazzu, Valeria editor. |
| Guarracino, Mario editor. |
| Other name(s) |
SpringerLink (Online service) |
| Veröffentl |
Cham : : Springer International Publishing : : Imprint: Springer, , 2016. |
| Physical Details |
XIII, 148 p. 34 illus., 29 illus. in color. : online resource. |
| ISBN |
9783319457239 |
| Summary Note |
This volume focuses on contributions from both the mathematics and life science community surrounding the concepts of time and dynamicity of nature, two significant elements which are often overlooked in modeling process to avoid exponential computations. The book is divided into three distinct parts: dynamics of genomes and genetic variation, dynamics of motifs, and dynamics of biological networks. Chapters included in dynamics of genomes and genetic variation analyze the molecular mechanisms and evolutionary processes that shape the structure and function of genomes and those that govern genome dynamics. The dynamics of motifs portion of the volume provides an overview of current methods for motif searching in DNA, RNA and proteins, a key process to discover emergent properties of cells, tissues, and organisms. The part devoted to the dynamics of biological networks covers networks aptly discusses networks in complex biological functions and activities that interpret processes in cells. Moreover, chapters in this section examine several mathematical models and algorithms available for integration, analysis, and characterization. Once life scientists began to produce experimental data at an unprecedented pace, it become clear that mathematical models were necessary to interpret data, to structure information with the aim to unveil biological mechanisms, discover results, and make predictions. The second annual “Bringing Maths to Life” workshop held in Naples, Italy October 2015, enabled a bi-directional flow of ideas from and international group of mathematicians and biologists. The venue allowed mathematicians to introduce novel algorithms, methods, and software that may be useful to model aspects of life science, and life scientists posed new challenges for mathematicians.: |
| Contents note |
Introduction: Mathematical Modeling -- Genome dynamics -- Dynamics of biological networks -- Pattern recognition dynamics -- Dynamics of polymorphisms. |
| System details note |
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users) |
| Internet Site |
http://dx.doi.org/10.1007/978-3-319-45723-9 |
| LINKS ZU 'VERWANDTEN WERKEN |
Schlagwörter: .
Bioinformatics .
Biomathematics .
Calculus of variations .
Calculus of variations and optimal control; optimization .
Computational Biology/Bioinformatics .
Computational Mathematics and Numerical Analysis .
Computer mathematics .
Mathematical and Computational Biology .
Mathematical Models of Cognitive Processes and Neural Networks .
Mathematics .
Neural networks (Computer science) .
Authors:
Corporate Authors:
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