Analysis And Control Of Polynomial Dynamic Models With Biological Applications

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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 Date : 2018-03-30
  • Total pages : 184
  • ISBN : 9780128154960
  • File Size : 26,5 Mb
  • Total Download : 699
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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

Automated Reasoning for Systems Biology and Medicine

Automated Reasoning for Systems Biology and Medicine
  • Author : Pietro Liò,Paolo Zuliani
  • Publisher : Springer
  • Release Date : 2019-06-11
  • Total pages : 474
  • ISBN : 9783030172978
  • File Size : 21,5 Mb
  • Total Download : 131
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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, systems biology and systems medicine have been introduced in an attempt to understand the enormous complexity of life from a computational point of view. This has generated a wealth of new knowledge in the form of computational models, whose staggering complexity makes manual analysis methods infeasible. Sound, trusted, and automated means of analysing the models are thus required in order to be able to trust their conclusions. Above all, this is crucial to engineering safe biomedical devices and to reducing our reliance on wet-lab experiments and clinical trials, which will in turn produce lower economic and societal costs. Some examples of the questions addressed here include: Can we automatically adjust medications for patients with multiple chronic conditions? Can we verify that an artificial pancreas system delivers insulin in a way that ensures Type 1 diabetic patients never suffer from hyperglycaemia or hypoglycaemia? And lastly, can we predict what kind of mutations a cancer cell is likely to undergo? This book brings together leading researchers from a number of highly interdisciplinary areas, including: · Parameter inference from time series · Model selection · Network structure identification · Machine learning · Systems medicine · Hypothesis generation from experimental data · Systems biology, systems medicine, and digital pathology · Verification of biomedical devices “This book presents a comprehensive spectrum of model-focused analysis techniques for biological systems ...an essential resource for tracking the developments of a fast moving field that promises to revolutionize biology and medicine by the automated analysis of models and data.”Prof Luca Cardelli FRS, University of Oxford

Information Computing and Applications

Information Computing and Applications
  • Author : Chunfeng Liu,Leizhen Wang,Aimin Yang
  • Publisher : Springer
  • Release Date : 2012-09-07
  • Total pages : 852
  • ISBN : 9783642340383
  • File Size : 13,9 Mb
  • Total Download : 564
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This two-volume set of CCIS 307 and CCIS 308 constitutes the refereed proceedings of the Third International Conference on Information Computing and Applications, ICICA 2012, held in Chengde, China, in September 2012. The 330 revised full papers presented in both volumes were carefully reviewed and selected from 1089 submissions. The papers are organized in topical sections on internet computing and applications; multimedia networking and computing; intelligent computing and applications; computational statistics and applications; knowledge management and applications; communication technology and applications; information management system; control engineering and applications; business intelligence and applications; cloud and evolutionary computing; computational genomics and proteomics; engineering management and applications.

Stochastic Game Strategies and their Applications

Stochastic Game Strategies and their Applications
  • Author : Bor-Sen Chen
  • Publisher : CRC Press
  • Release Date : 2019-07-31
  • Total pages : 333
  • ISBN : 9780429780509
  • File Size : 19,8 Mb
  • Total Download : 170
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Download Stochastic Game Strategies and their Applications in PDF, Epub, and Kindle

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 some computational algorithms developed to efficiently solve these game strategies.

Identifiability and Regression Analysis of Biological Systems Models

Identifiability and Regression Analysis of Biological Systems Models
  • Author : Paola Lecca
  • Publisher : Springer Nature
  • Release Date : 2020-03-05
  • Total pages : 82
  • ISBN : 9783030412555
  • File Size : 52,5 Mb
  • Total Download : 430
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This richly illustrated book presents the objectives of, and the latest techniques for, the identifiability analysis and standard and robust regression analysis of complex dynamical models. The book first provides a definition of complexity in dynamic systems by introducing readers to the concepts of system size, density of interactions, stiff dynamics, and hybrid nature of determination. In turn, it presents the mathematical foundations of and algorithmic procedures for model structural and practical identifiability analysis, multilinear and non-linear regression analysis, and best predictor selection. Although the main fields of application discussed in the book are biochemistry and systems biology, the methodologies described can also be employed in other disciplines such as physics and the environmental sciences. Readers will learn how to deal with problems such as determining the identifiability conditions, searching for an identifiable model, and conducting their own regression analysis and diagnostics without supervision. Featuring a wealth of real-world examples, exercises, and codes in R, the book addresses the needs of doctoral students and researchers in bioinformatics, bioengineering, systems biology, biophysics, biochemistry, the environmental sciences and experimental physics. Readers should be familiar with the fundamentals of probability and statistics (as provided in first-year university courses) and a basic grasp of R.

Advances in Mathematics Research

Advances in Mathematics Research
  • Author : Gabriel Oyibo
  • Publisher : Nova Publishers
  • Release Date : 2003-10-09
  • Total pages : 234
  • ISBN : 1590337999
  • File Size : 48,9 Mb
  • Total Download : 388
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Mathematics has been behind many of humanity's most significant advances in fields as varied as genome sequencing, medical science, space exploration, and computer technology. But those breakthroughs were yesterday. Where will mathematicians lead us tomorrow and can we help shape that destiny? This book assembles carefully selected articles highlighting and explaining cutting-edge research and scholarship in mathematics.

Quantitative Methods for HIV/AIDS Research

Quantitative Methods for HIV/AIDS Research
  • Author : Cliburn Chan,Michael G. Hudgens,Shein-Chung Chow
  • Publisher : CRC Press
  • Release Date : 2017-08-07
  • Total pages : 336
  • ISBN : 9781351647120
  • File Size : 29,6 Mb
  • Total Download : 209
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Quantitative Methods in HIV/AIDS Research provides a comprehensive discussion of modern statistical approaches for the analysis of HIV/AIDS data. The first section focuses on statistical issues in clinical trials and epidemiology that are unique to or particularly challenging in HIV/AIDS research; the second section focuses on the analysis of laboratory data used for immune monitoring, biomarker discovery and vaccine development; the final section focuses on statistical issues in the mathematical modeling of HIV/AIDS pathogenesis, treatment and epidemiology. This book brings together a broad perspective of new quantitative methods in HIV/AIDS research, contributed by statisticians and mathematicians immersed in HIV research, many of whom are current or previous leaders of CFAR quantitative cores. It is the editors’ hope that the work will inspire more statisticians, mathematicians and computer scientists to collaborate and contribute to the interdisciplinary challenges of understanding and addressing the AIDS pandemic.

Biological Networks

Biological Networks
  • Author : Rudiyanto Gunawan,Neda Bagheri
  • Publisher : MDPI
  • Release Date : 2019-01-10
  • Total pages : 175
  • ISBN : 9783038974338
  • File Size : 43,5 Mb
  • Total Download : 898
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This book is a printed edition of the Special Issue "Biological Networks" that was published in Processes

Block-oriented Nonlinear System Identification

Block-oriented Nonlinear System Identification
  • Author : Fouad Giri,Er-Wei Bai
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-08-18
  • Total pages : 425
  • ISBN : 9781849965125
  • File Size : 15,5 Mb
  • Total Download : 100
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Block-oriented Nonlinear System Identification deals with an area of research that has been very active since the turn of the millennium. The book makes a pedagogical and cohesive presentation of the methods developed in that time. These include: iterative and over-parameterization techniques; stochastic and frequency approaches; support-vector-machine, subspace, and separable-least-squares methods; blind identification method; bounded-error method; and decoupling inputs approach. The identification methods are presented by authors who have either invented them or contributed significantly to their development. All the important issues e.g., input design, persistent excitation, and consistency analysis, are discussed. The practical relevance of block-oriented models is illustrated through biomedical/physiological system modelling. The book will be of major interest to all those who are concerned with nonlinear system identification whatever their activity areas. This is particularly the case for educators in electrical, mechanical, chemical and biomedical engineering and for practising engineers in process, aeronautic, aerospace, robotics and vehicles control. Block-oriented Nonlinear System Identification serves as a reference for active researchers, new comers, industrial and education practitioners and graduate students alike.

Dissertation Abstracts International

Dissertation Abstracts International
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2007
  • Total pages : 229
  • ISBN : STANFORD:36105123442597
  • File Size : 34,9 Mb
  • Total Download : 533
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PDF book entitled Dissertation Abstracts International written by Anonim and published by Unknown which was released on 2007 with total hardcover pages 229, the book become popular and critical acclaim.

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1994
  • Total pages : 892
  • ISBN : UIUC:30112005547648
  • File Size : 21,7 Mb
  • Total Download : 999
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PDF book entitled Scientific and Technical Aerospace Reports written by Anonim and published by Unknown which was released on 1994 with total hardcover pages 892, the book become popular and critical acclaim.

Dynamical System Models in the Life Sciences and Their Underlying Scientific Issues

Dynamical System Models in the Life Sciences and Their Underlying Scientific Issues
  • Author : Frederic Y M Wan
  • Publisher : World Scientific Publishing Company
  • Release Date : 2017-08-16
  • Total pages : 400
  • ISBN : 9789813143357
  • File Size : 40,8 Mb
  • Total Download : 983
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Broadly speaking, there are two general approaches to teaching mathematical modeling: 1) the case study approach, and 2) the method based approach (that teaches mathematical techniques with applications to relevant mathematical models). This text emphasizes instead the scientific issues for modeling different phenomena. For the natural or harvested growth of a fish population, we may be interested in the evolution of the population, whether it reaches a steady state (equilibrium or cycle), stable or unstable with respect to a small perturbation from equilibrium, or whether a small change in the environment would cause a catastrophic change, etc. Each scientific issue requires an appropriate model and a different set of mathematical tools to extract information from the model. Models examined are chosen to help explain or justify empirical observations such as cocktail drug treatments are more effective and regenerations after injuries or illness are fast-tracked (compared to original developments). Volume I of this three-volume set limits its scope to phenomena and scientific issues that are modeled by ordinary differential equations (ODE). Scientific issues such as signal and wave propagation, diffusion, and shock formation involving spatial dynamics to be modeled by partial differential equations (PDE) will be treated in Vol. II. Scientific issues involving randomness and uncertainty are examined in Vol. III. Request Inspection Copy Contents: Mathematical Models and the Modeling CycleGrowth of a Population:Evolution and EquilibriumStability and BifurcationInteracting Populations:Linear InteractionsNonlinear Autonomous InteractionsHIV Dynamics and Drug TreatmentsIndex Theory, Bistability and FeedbackOptimization:The Economics of GrowthOptimization over a Planning PeriodModifications of the Basic ProblemBoundary Value Problems are More ComplexConstraints and Control:"Do Your Best" and the Maximum PrincipleChlamydia TrachomatisGenetic Instability and CarcinogenesisMathematical Modeling RevisitedAppendices:First Order ODEBasic Numerical MethodsAssignments Readership: Undergraduates in mathematical biology, mathematical modeling of dynamical systems, optimization and control, viral dynamics (infectious diseases), oncology.

Algebraic Biology

Algebraic Biology
  • Author : Hirokazu Anai
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-06-22
  • Total pages : 389
  • ISBN : 9783540734321
  • File Size : 35,9 Mb
  • Total Download : 178
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"This volume constitutes the refereed proceedings of the Second International Conference on Algebraic Biology, held at the Castle of Hagenberg, Austria in July 2007. The conference was run as part of the Research Institute for Symbolic Computation (RISC) Summer 2007. Nineteen full papers are presented, together with three invited papers and four tutorials. Each paper has been carefully reviewed by the book's team of expert editors to ensure each one meets the highest standards of research and scholarship. The conference served as an interdisciplinary forum for the presentation of research on all aspects of the application of symbolic computation in biology, including computer algebra, computational logic, and related methods. Papers also examine solutions to problems in biology using symbolic methods."--Publisher's website.

Selected Water Resources Abstracts

Selected Water Resources Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1990
  • Total pages : 229
  • ISBN : UOM:39015015427548
  • File Size : 18,8 Mb
  • Total Download : 204
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PDF book entitled Selected Water Resources Abstracts written by Anonim and published by Unknown which was released on 1990 with total hardcover pages 229, the book become popular and critical acclaim.

Chemical Engineering Progress Symposium Series

Chemical Engineering Progress Symposium Series
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1963
  • Total pages : 672
  • ISBN : UVA:X001820891
  • File Size : 43,5 Mb
  • Total Download : 803
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Download Chemical Engineering Progress Symposium Series in PDF, Epub, and Kindle

PDF book entitled Chemical Engineering Progress Symposium Series written by Anonim and published by Unknown which was released on 1963 with total hardcover pages 672, the book become popular and critical acclaim.

Nonlinear System Identification

Nonlinear System Identification
  • Author : Stephen A. Billings
  • Publisher : John Wiley & Sons
  • Release Date : 2013-09-23
  • Total pages : 605
  • ISBN : 9781119943594
  • File Size : 43,6 Mb
  • Total Download : 280
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Nonlinear System Identification: NARMAX Methods in the Time, Frequency, and Spatio-Temporal Domains describes a comprehensive framework for the identification and analysis of nonlinear dynamic systems in the time, frequency, and spatio-temporal domains. This book is written with an emphasis on making the algorithms accessible so that they can be applied and used in practice. Includes coverage of: The NARMAX (nonlinear autoregressive moving average with exogenous inputs) model The orthogonal least squares algorithm that allows models to be built term by term where the error reduction ratio reveals the percentage contribution of each model term Statistical and qualitative model validation methods that can be applied to any model class Generalised frequency response functions which provide significant insight into nonlinear behaviours A completely new class of filters that can move, split, spread, and focus energy The response spectrum map and the study of sub harmonic and severely nonlinear systems Algorithms that can track rapid time variation in both linear and nonlinear systems The important class of spatio-temporal systems that evolve over both space and time Many case study examples from modelling space weather, through identification of a model of the visual processing system of fruit flies, to tracking causality in EEG data are all included to demonstrate how easily the methods can be applied in practice and to show the insight that the algorithms reveal even for complex systems NARMAX algorithms provide a fundamentally different approach to nonlinear system identification and signal processing for nonlinear systems. NARMAX methods provide models that are transparent, which can easily be analysed, and which can be used to solve real problems. This book is intended for graduates, postgraduates and researchers in the sciences and engineering, and also for users from other fields who have collected data and who wish to identify models to help to understand the dynamics of their systems.

Process Systems Engineering

Process Systems Engineering
  • Author : American Institute of Chemical Engineers
  • Publisher : Unknown
  • Release Date : 1963
  • Total pages : 197
  • ISBN : UOM:39076006565837
  • File Size : 15,8 Mb
  • Total Download : 840
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PDF book entitled Process Systems Engineering written by American Institute of Chemical Engineers and published by Unknown which was released on 1963 with total hardcover pages 197, the book become popular and critical acclaim.

International Aerospace Abstracts

International Aerospace Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 229
  • ISBN : UOM:39015040314299
  • File Size : 14,7 Mb
  • Total Download : 261
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PDF book entitled International Aerospace Abstracts written by Anonim and published by Unknown which was released on 1997 with total hardcover pages 229, the book become popular and critical acclaim.

Proceedings of the 1991 American Control Conference

Proceedings of the 1991 American Control Conference
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1991
  • Total pages : 1124
  • ISBN : UCSD:31822007664568
  • File Size : 48,7 Mb
  • Total Download : 896
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PDF book entitled Proceedings of the 1991 American Control Conference written by Anonim and published by Unknown which was released on 1991 with total hardcover pages 1124, the book become popular and critical acclaim.

Cumulated Index Medicus

Cumulated Index Medicus
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1976
  • Total pages : 229
  • ISBN : OSU:32436001304615
  • File Size : 29,9 Mb
  • Total Download : 808
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PDF book entitled Cumulated Index Medicus written by Anonim and published by Unknown which was released on 1976 with total hardcover pages 229, the book become popular and critical acclaim.

Proceedings of the 2015 Chinese Intelligent Automation Conference

Proceedings of the 2015 Chinese Intelligent Automation Conference
  • Author : Zhidong Deng,Hongbo Li
  • Publisher : Springer
  • Release Date : 2015-04-07
  • Total pages : 599
  • ISBN : 9783662464663
  • File Size : 46,8 Mb
  • Total Download : 600
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Proceedings of the 2015 Chinese Intelligent Automation Conference presents selected research papers from the CIAC’15, held in Fuzhou, China. The topics include adaptive control, fuzzy control, neural network based control, knowledge based control, hybrid intelligent control, learning control, evolutionary mechanism based control, multi-sensor integration, failure diagnosis, reconfigurable control, etc. Engineers and researchers from academia, industry and the government can gain valuable insights into interdisciplinary solutions in the field of intelligent automation.