System modeling in cell biology : from concepts to nuts and bolts / / edited by Zoltan Szallasi, Jörg Stelling, Vipul Periwal

• Pubblicazione: Cambridge, Mass., : MIT Press, ©2006
• Descrizione fisica: 1 online resource (465 p.)
• Disciplina: 571.601/1
• Soggetto topico: Cytology - Data processing; Cytology - Mathematical models; Cytology - Computer simulation; Biological systems
• Soggetto non controllato: BIOMEDICAL SCIENCES/Quantitative Biology
• Altri autori: SzallasiZoltan StellingJörg PeriwalVipul
• Note generali: "A Bradford book."
• Nota di bibliografia: Includes bibliographical references (p. [385]-433) and index.
• Nota di contenuto: Contents; Preface; I GENERAL CONCEPTS; 1 The Role of Modeling in Systems Biology; 2 Complexity and Robustness of Cellular Systems; 3 On Modules and Modularity; II MODELING APPROACHES; 4 Bayesian Inference of Biological Systems: The Logic of Biology; 5 Stoichiometric and Constraint-based Modeling; 6 Modeling Molecular Interaction Networks with Nonlinear Ordinary Differential Equations; 7 Qualitative Approaches to the Analysis of Genetic Regulatory Networks; 8 Stochastic Modeling of Intracellular Kinetics; 9 Kinetics in Spatially Extended Systems; III MODELS AND REALITY ; 10 Biological Data Acquisition for System Level Modeling-An Exercise in the Art of Compromise11 Methods to Identify Cellular Architecture and Dynamics from Experimental Data; 12 Using Control Theory to Study Biology*; 13 Synthetic Gene Regulatory Systems; 14 Multilevel Modeling in Systems Biology: From Cells to Whole Organs; IV COMPUTATIONAL MODELING; 15 Computational Constraints on Modeling in Systems Biology; 16 Numerical Simulation for Biochemical Kinetics; 17 Software Infrastructure for Effective Communication and Reuse of Computational Models; A Software Tools for Biological Modeling ; ReferencesContributors; Index
• Sommario/riassunto: This is an introduction and overview of system modelling in biology that is accessible to researchers from different fields including biology, computer science, mathematics, statistics physics, and biochemistry.
• Altri titoli varianti: System modeling in cellular biology
• Titolo autorizzato: System modeling in cell biology
• ISBN: 0-262-25706-8; 1-282-09679-6; 9786612096792; 1-4237-7254-7
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910815610803321
• Lo trovi qui: Univ. Federico II