Analysis and Control of Polynomial Dynamic Models with Biological Applications

Analysis and Control of Polynomial Dynamic Models with Biological Applications synthesizes three mathematical background areas (graphs, matrices and optimization) to solve problems in the biological sciences (in particular, dynamic analysis and controller design of QP and polynomial systems arising from predator-prey and biochemical models). The book puts a significant emphasis on applications, focusing on quasi-polynomial (QP, or generalized Lotka-Volterra) and kinetic systems (also called biochemical reaction networks or simply CRNs) since they are universal descriptors for smooth nonlinear systems and can represent all important dynamical phenomena that are present in biological (and also in general) dynamical systems. Describes and illustrates the relationship between the dynamical, algebraic and structural features of the quasi-polynomial (QP) and kinetic models Shows the applicability of kinetic and QP representation in biological modeling and control through examples and case studies Emphasizes the importance and applicability of quantitative models in understanding and influencing natural phenomena

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  • Author : Gabor Szederkenyi
  • Publisher : Academic Press
  • Pages : 184 pages
  • ISBN : 0128154969
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKAnalysis and Control of Polynomial Dynamic Models with Biological Applications

Analysis and Control of Polynomial Dynamic Models with Biological Applications

Analysis and Control of Polynomial Dynamic Models with Biological Applications
  • Author : Gabor Szederkenyi,Attila Magyar,Katalin M. Hangos
  • Publisher : Academic Press
  • Release : 30 March 2018
GET THIS BOOKAnalysis and Control of Polynomial Dynamic Models with Biological Applications

Analysis and Control of Polynomial Dynamic Models with Biological Applications synthesizes three mathematical background areas (graphs, matrices and optimization) to solve problems in the biological sciences (in particular, dynamic analysis and controller design of QP and polynomial systems arising from predator-prey and biochemical models). The book puts a significant emphasis on applications, focusing on quasi-polynomial (QP, or generalized Lotka-Volterra) and kinetic systems (also called biochemical reaction networks or simply CRNs) since they are universal descriptors for smooth nonlinear systems and

Advanced Models of Neural Networks

Advanced Models of Neural Networks
  • Author : Gerasimos G. Rigatos
  • Publisher : Springer
  • Release : 27 August 2014
GET THIS BOOKAdvanced Models of Neural Networks

This book provides a complete study on neural structures exhibiting nonlinear and stochastic dynamics, elaborating on neural dynamics by introducing advanced models of neural networks. It overviews the main findings in the modelling of neural dynamics in terms of electrical circuits and examines their stability properties with the use of dynamical systems theory. It is suitable for researchers and postgraduate students engaged with neural networks and dynamical systems theory.

Automated Reasoning for Systems Biology and Medicine

Automated Reasoning for Systems Biology and Medicine
  • Author : Pietro Liò,Paolo Zuliani
  • Publisher : Springer
  • Release : 11 June 2019
GET THIS BOOKAutomated Reasoning for Systems Biology and Medicine

This book presents outstanding contributions in an exciting, new and multidisciplinary research area: the application of formal, automated reasoning techniques to analyse complex models in systems biology and systems medicine. Automated reasoning is a field of computer science devoted to the development of algorithms that yield trustworthy answers, providing a basis of sound logical reasoning. For example, in the semiconductor industry formal verification is instrumental to ensuring that chip designs are free of defects (or “bugs”). Over the past 15 years,

Stochastic Game Strategies and their Applications

Stochastic Game Strategies and their Applications
  • Author : Bor-Sen Chen
  • Publisher : CRC Press
  • Release : 31 July 2019
GET THIS BOOKStochastic Game Strategies and their Applications

Game theory involves multi-person decision making and differential dynamic game theory has been widely applied to n-person decision making problems, which are stimulated by a vast number of applications. This book addresses the gap to discuss general stochastic n-person noncooperative and cooperative game theory with wide applications to control systems, signal processing systems, communication systems, managements, financial systems, and biological systems. H∞ game strategy, n-person cooperative and noncooperative game strategy are discussed for linear and nonlinear stochastic systems along with

Emerging Applications of Algebraic Geometry

Emerging Applications of Algebraic Geometry
  • Author : Mihai Putinar,Seth Sullivant
  • Publisher : Springer Science & Business Media
  • Release : 10 December 2008
GET THIS BOOKEmerging Applications of Algebraic Geometry

Recent advances in both the theory and implementation of computational algebraic geometry have led to new, striking applications to a variety of fields of research. The articles in this volume highlight a range of these applications and provide introductory material for topics covered in the IMA workshops on "Optimization and Control" and "Applications in Biology, Dynamics, and Statistics" held during the IMA year on Applications of Algebraic Geometry. The articles related to optimization and control focus on burgeoning use of

Algebraic Biology

Algebraic Biology
  • Author : Hirokazu Anai,Katsuhisa Horimoto
  • Publisher : Springer Science & Business Media
  • Release : 22 June 2007
GET THIS BOOKAlgebraic Biology

This book constitutes the refereed proceedings of the Second International Conference on Algebraic Biology, AB 2007, held at the Castle of Hagenberg, Austria in July 2007 as part of the RISC Summer 2007, organized by the Research Institute for Symbolic Computation. The 19 revised full papers presented together with 3 invited papers and 4 tutorials were carefully reviewed and selected from 40 submissions. The conference is the interdisciplinary forum for the presentation of research on all aspects of applications of symbolic computation (computer algebra, computational logic, and