The Resource Mathematical concepts and methods in modern biology : using modern discrete models, edited by Raina Robeva, Terrell L. Hodge
Mathematical concepts and methods in modern biology : using modern discrete models, edited by Raina Robeva, Terrell L. Hodge
Resource Information
The item Mathematical concepts and methods in modern biology : using modern discrete models, edited by Raina Robeva, Terrell L. Hodge represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.This item is available to borrow from 2 library branches.
Resource Information
The item Mathematical concepts and methods in modern biology : using modern discrete models, edited by Raina Robeva, Terrell L. Hodge represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.
This item is available to borrow from 2 library branches.
 Summary
 Mathematical Concepts and Methods in Modern Biology offers a quantitative framework for analyzing, predicting, and modulating the behavior of complex biological systems. The book presents important mathematical concepts, methods and tools in the context of essential questions raised in modern biology. Designed around the principles of projectbased learning and problemsolving, the book considers biological topics such as neuronal networks, plant population growth, metabolic pathways, and phylogenetic tree reconstruction. The mathematical modeling tools brought to bear on these topics include Boolean and ordinary differential equations, projection matrices, agentbased modeling and several algebraic approaches. Heavy computation in some of the examples is eased by the use of freely available opensource software. Features selfcontained chapters with real biological research examples using freely available computational toolsSpans several mathematical techniques at basic to advanced levels Offers broad perspective on the uses of algebraic geometry/polynomial algebra in molecular systems biology
 Language
 eng
 Extent
 1 online resource (xxi, 349 pages)
 Contents

 Ch. 1. Mechanisms of gene regulation: boolean network models of the lactose operon in Escherichia coli / Raina Robeva, Bessie Kirkwood and Robin Davies
 Ch. 2. Bistability in the lactose operon of Escherichia coli: a comparison of differential equation and boolean network models / Raina Robeva and Necmettin Yildririm
 Ch. 3. Inferring the topology of gene regulatory networks: an algebraic approach to reverse engineering / Brandilyn Stigler and Elena Dimitrova
 Ch. 4. Global dynamics emerging from local interactions: agentbased modeling for the life sciences / David Gammack, Elsa Schaefer and Holly Gaff
 Ch. 5. Agentbased models and optimal control in biology: a discrete approach / Reinhard Laubenbacher, Franziska Hinkelmann and Matt Oremland
 Ch. 6. Neuronal networks: a discrete model / Winfried Just, Sungwoo Ahn and David Terman
 Ch. 7. Predicting population growth: modeling with projection matrices / Janet Steven and James Kirkwood
 Ch. 8. Metabolic pathways analysis: a linear algebraic approach / Terrell L. Hodge
 Ch. 9. Identifying CpG islands: sliding window and hidden Markov model approaches / Raina Robeva, Aaron Garrett, James Kirkwood and Robin Davies
 Ch. 10. Phylogenetic tree reconstruction: geometric approaches / David Haws, Terrell L. Hodge and Ruriko Yoshida
 Isbn
 9780124157934
 Label
 Mathematical concepts and methods in modern biology : using modern discrete models
 Title
 Mathematical concepts and methods in modern biology
 Title remainder
 using modern discrete models
 Statement of responsibility
 edited by Raina Robeva, Terrell L. Hodge
 Language
 eng
 Summary
 Mathematical Concepts and Methods in Modern Biology offers a quantitative framework for analyzing, predicting, and modulating the behavior of complex biological systems. The book presents important mathematical concepts, methods and tools in the context of essential questions raised in modern biology. Designed around the principles of projectbased learning and problemsolving, the book considers biological topics such as neuronal networks, plant population growth, metabolic pathways, and phylogenetic tree reconstruction. The mathematical modeling tools brought to bear on these topics include Boolean and ordinary differential equations, projection matrices, agentbased modeling and several algebraic approaches. Heavy computation in some of the examples is eased by the use of freely available opensource software. Features selfcontained chapters with real biological research examples using freely available computational toolsSpans several mathematical techniques at basic to advanced levels Offers broad perspective on the uses of algebraic geometry/polynomial algebra in molecular systems biology
 Cataloging source
 OPELS
 Dewey number
 570.1/51
 Illustrations
 illustrations
 Index
 index present
 LC call number
 QH323.5
 LC item number
 .M36377 2013
 Literary form
 non fiction
 Nature of contents

 dictionaries
 bibliography
 http://library.link/vocab/relatedWorkOrContributorName

 Robeva, Raina S.
 Hodge, Terrell L.
 http://library.link/vocab/subjectName

 Biomathematics
 Biology
 Biological systems
 NATURE
 SCIENCE
 SCIENCE
 Biological systems
 Biology
 Biomathematics
 Label
 Mathematical concepts and methods in modern biology : using modern discrete models, edited by Raina Robeva, Terrell L. Hodge
 Antecedent source
 unknown
 Bibliography note
 Includes bibliographical references and index
 Carrier category
 online resource
 Carrier category code
 cr
 Carrier MARC source
 rdacarrier
 Color
 multicolored
 Content category
 text
 Content type code
 txt
 Content type MARC source
 rdacontent
 Contents
 Ch. 1. Mechanisms of gene regulation: boolean network models of the lactose operon in Escherichia coli / Raina Robeva, Bessie Kirkwood and Robin Davies  Ch. 2. Bistability in the lactose operon of Escherichia coli: a comparison of differential equation and boolean network models / Raina Robeva and Necmettin Yildririm  Ch. 3. Inferring the topology of gene regulatory networks: an algebraic approach to reverse engineering / Brandilyn Stigler and Elena Dimitrova  Ch. 4. Global dynamics emerging from local interactions: agentbased modeling for the life sciences / David Gammack, Elsa Schaefer and Holly Gaff  Ch. 5. Agentbased models and optimal control in biology: a discrete approach / Reinhard Laubenbacher, Franziska Hinkelmann and Matt Oremland  Ch. 6. Neuronal networks: a discrete model / Winfried Just, Sungwoo Ahn and David Terman  Ch. 7. Predicting population growth: modeling with projection matrices / Janet Steven and James Kirkwood  Ch. 8. Metabolic pathways analysis: a linear algebraic approach / Terrell L. Hodge  Ch. 9. Identifying CpG islands: sliding window and hidden Markov model approaches / Raina Robeva, Aaron Garrett, James Kirkwood and Robin Davies  Ch. 10. Phylogenetic tree reconstruction: geometric approaches / David Haws, Terrell L. Hodge and Ruriko Yoshida
 Control code
 830832660
 Dimensions
 unknown
 Extent
 1 online resource (xxi, 349 pages)
 File format
 unknown
 Form of item
 online
 Isbn
 9780124157934
 Level of compression
 unknown
 Media category
 computer
 Media MARC source
 rdamedia
 Media type code
 c
 Other physical details
 illustrations
 http://library.link/vocab/ext/overdrive/overdriveId
 cl0500000361
 Quality assurance targets
 not applicable
 Reformatting quality
 unknown
 Sound
 unknown sound
 Specific material designation
 remote
 System control number
 (OCoLC)830832660
 Label
 Mathematical concepts and methods in modern biology : using modern discrete models, edited by Raina Robeva, Terrell L. Hodge
 Antecedent source
 unknown
 Bibliography note
 Includes bibliographical references and index
 Carrier category
 online resource
 Carrier category code
 cr
 Carrier MARC source
 rdacarrier
 Color
 multicolored
 Content category
 text
 Content type code
 txt
 Content type MARC source
 rdacontent
 Contents
 Ch. 1. Mechanisms of gene regulation: boolean network models of the lactose operon in Escherichia coli / Raina Robeva, Bessie Kirkwood and Robin Davies  Ch. 2. Bistability in the lactose operon of Escherichia coli: a comparison of differential equation and boolean network models / Raina Robeva and Necmettin Yildririm  Ch. 3. Inferring the topology of gene regulatory networks: an algebraic approach to reverse engineering / Brandilyn Stigler and Elena Dimitrova  Ch. 4. Global dynamics emerging from local interactions: agentbased modeling for the life sciences / David Gammack, Elsa Schaefer and Holly Gaff  Ch. 5. Agentbased models and optimal control in biology: a discrete approach / Reinhard Laubenbacher, Franziska Hinkelmann and Matt Oremland  Ch. 6. Neuronal networks: a discrete model / Winfried Just, Sungwoo Ahn and David Terman  Ch. 7. Predicting population growth: modeling with projection matrices / Janet Steven and James Kirkwood  Ch. 8. Metabolic pathways analysis: a linear algebraic approach / Terrell L. Hodge  Ch. 9. Identifying CpG islands: sliding window and hidden Markov model approaches / Raina Robeva, Aaron Garrett, James Kirkwood and Robin Davies  Ch. 10. Phylogenetic tree reconstruction: geometric approaches / David Haws, Terrell L. Hodge and Ruriko Yoshida
 Control code
 830832660
 Dimensions
 unknown
 Extent
 1 online resource (xxi, 349 pages)
 File format
 unknown
 Form of item
 online
 Isbn
 9780124157934
 Level of compression
 unknown
 Media category
 computer
 Media MARC source
 rdamedia
 Media type code
 c
 Other physical details
 illustrations
 http://library.link/vocab/ext/overdrive/overdriveId
 cl0500000361
 Quality assurance targets
 not applicable
 Reformatting quality
 unknown
 Sound
 unknown sound
 Specific material designation
 remote
 System control number
 (OCoLC)830832660
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