
Interdisciplinary Applied Mathematics
I. An Introduction
By:Â James D. Murray
Hardcover | 19 June 2002 | Edition Number 3
At a Glance
584 Pages
Revised
24.2 x 16.7 x 3.9
Hardcover
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It has been over a decade since the release of the now classic original edition of Murray's Mathematical Biology. Since then mathematical biology has grown at an astonishing rate and is well established as a distinct discipline. Mathematical modeling is now being applied in every major discipline in the biomedical sciences. Though the field has become increasingly large and specialized, this book remains important as a text that introduces some of the exciting problems that arise in biology and gives some indication of the wide spectrum of questions that modeling can address. Due to the tremendous development in the field this book is being published in two volumes. This first volume is an introduction to the field, the mathematics mainly involves ordinary differential equations that are suitable for undergraduate and graduate courses at different levels. For this new edition Murray is covering certain items in depth, giving new applications such as modeling marital interactions andtemperature dependence sex determination.
SIAM, 2004: "Murray's Mathematical Biology is a classic that belongs on the shelf of any serious student or researcher in the field. Together the two volumes contain well over 1000 references, a rich source of material, together with an excellent index to help readers quickly find key words. ... I recommend the new and expanded third edition to any serious young student interested in mathematical biology who already has a solid basis in applied mathematics."
Industry Reviews
Reviews of the original edition:
"Murray has produced a magnificent compilation of mathematical models and their applications in biology." Nature
"Murray's Mathematical Biology belongs on the shelf of any person with a serious interest in mathematical biology." Bulletin of Mathematical Biology
SIAM, 2004: "Murray's Mathematical Biology is a classic that belongs on the shelf of any serious student or researcher in the field. Together the two volumes contain well over 1000 references, a rich source of material, together with an excellent index to help readers quickly find key words. ... I recommend the new and expanded third edition to any serious young student interested in mathematical biology who already has a solid basis in applied mathematics."
From the reviews of the third edition:
"Mathematical Biology would be eminently suitable as a text for a final year undergraduate or postgraduate course in mathematical biology ... . It is also a good source of examples for courses in mathematical methods ... . Mathematical Biology provides a good way in to the field and a useful reference for those of us already there. It may attract more mathematicians to work in biology by showing them that there is real work to be done." (Peter Saunders, The Mathematical Gazette, Vol. 90 (519), 2006)
| Preface to the Third Edition | p. vii |
| Preface to the First Edition | p. xi |
| Continuous Population Models for Single Species | p. 1 |
| Continuous Growth Models | p. 1 |
| Insect Outbreak Model: Spruce Budworm | p. 7 |
| Delay Models | p. 13 |
| Linear Analysis of Delay Population Models: Periodic Solutions | p. 17 |
| Delay Models in Physiology: Periodic Dynamic Diseases | p. 21 |
| Harvesting a Single Natural Population | p. 30 |
| Population Model with Age Distribution | p. 36 |
| Exercises | p. 40 |
| Discrete Population Models for a Single Species | p. 44 |
| Introduction: Simple Models | p. 44 |
| Cobwebbing: A Graphical Procedure of Solution | p. 49 |
| Discrete Logistic-Type Model: Chaos | p. 53 |
| Stability, Periodic Solutions and Bifurcations | p. 59 |
| Discrete Delay Models | p. 62 |
| Fishery Management Model | p. 67 |
| Ecological Implications and Caveats | p. 69 |
| Tumour Cell Growth | p. 72 |
| Exercises | p. 75 |
| Models for Interacting Populations | p. 79 |
| Predator-Prey Models: Lotka-Volterra Systems | p. 79 |
| Complexity and Stability | p. 83 |
| Realistic Predator-Prey Models | p. 86 |
| Analysis of a Predator-Prey Model with Limit Cycle Periodic Behaviour: Parameter Domains of Stability | p. 88 |
| Competition Models: Competitive Exclusion Principle | p. 94 |
| Mutualism or Symbiosis | p. 99 |
| General Models and Cautionary Remarks | p. 101 |
| Threshold Phenomena | p. 105 |
| Discrete Growth Models for Interacting Populations | p. 109 |
| Predator-Prey Models: Detailed Analysis | p. 110 |
| Exercises | p. 115 |
| Temperature-Dependent Sex Determination (TSD) | p. 119 |
| Biological Introduction and Historical Asides on the Crocodilia | p. 119 |
| Nesting Assumptions and Simple Population Model | p. 124 |
| Age-Structured Population Model for Crocodilia | p. 130 |
| Density-Dependent Age-Structured Model Equations | p. 133 |
| Stability of the Female Population in Wet Marsh Region I | p. 135 |
| Sex Ratio and Survivorship | p. 137 |
| Temperature-Dependent Sex Determination (TSD) Versus Genetic Sex Determination (GSD) | p. 139 |
| Related Aspects on Sex Determination | p. 142 |
| Exercise | p. 144 |
| Modelling the Dynamics of Marital Interaction: Divorce Prediction and Marriage Repair | p. 146 |
| Psychological Background and Data: Gottman and Levenson Methodology | p. 147 |
| Marital Typology and Modelling Motivation | p. 150 |
| Modelling Strategy and the Model Equations | p. 153 |
| Steady States and Stability | p. 156 |
| Practical Results from the Model | p. 164 |
| Benefits, Implications and Marriage Repair Scenarios | p. 170 |
| Reaction Kinetics | p. 175 |
| Enzyme Kinetics: Basic Enzyme Reaction | p. 175 |
| Transient Time Estimates and Nondimensionalisation | p. 178 |
| Michaelis-Menten Quasi-Steady State Analysis | p. 181 |
| Suicide Substrate Kinetics | p. 188 |
| Cooperative Phenomena | p. 197 |
| Autocatalysis, Activation and Inhibition | p. 201 |
| Multiple Steady States, Mushrooms and Isolas | p. 208 |
| Exercises | p. 215 |
| Biological Oscillators and Switches | p. 218 |
| Motivation, Brief History and Background | p. 218 |
| Feedback Control Mechanisms | p. 221 |
| Oscillators and Switches with Two or More Species: General Qualitative Results | p. 226 |
| Simple Two-Species Oscillators: Parameter Domain Determination for Oscillations | p. 234 |
| Hodgkin-Huxley Theory of Nerve Membranes: FitzHugh-Nagumo Model | p. 239 |
| Modelling the Control of Testosterone Secretion and Chemical Castration | p. 244 |
| Exercises | p. 253 |
| BZ Oscillating Reactions | p. 257 |
| Belousov Reaction and the Field-Koros-Noyes (FKN) Model | p. 257 |
| Linear Stability Analysis of the FKN Model and Existence of Limit Cycle Solutions | p. 261 |
| Nonlocal Stability of the FKN Model | p. 265 |
| Relaxation Oscillators: Approximation for the Belousov-Zhabotinskii Reaction | p. 268 |
| Analysis of a Relaxation Model for Limit Cycle Oscillations in the Belousov-Zhabotinskii Reaction | p. 271 |
| Exercises | p. 277 |
| Perturbed and Coupled Oscillators and Black Holes | p. 278 |
| Phase Resetting in Oscillators | p. 278 |
| Phase Resetting Curves | p. 282 |
| Black Holes | p. 286 |
| Black Holes in Real Biological Oscillators | p. 288 |
| Coupled Oscillators: Motivation and Model System | p. 293 |
| Phase Locking of Oscillations: Synchronisation in Fireflies | p. 295 |
| Singular Perturbation Analysis: Preliminary Transformation | p. 299 |
| Singular Perturbation Analysis: Transformed System | p. 302 |
| Singular Perturbation Analysis: Two-Time Expansion | p. 305 |
| Analysis of the Phase Shift Equation and Application to Coupled Belousov-Zhabotinskii Reactions | p. 310 |
| Exercises | p. 313 |
| Dynamics of Infectious Diseases | p. 315 |
| Historical Aside on Epidemics | p. 315 |
| Simple Epidemic Models and Practical Applications | p. 319 |
| Modelling Venereal Diseases | p. 327 |
| Multi-Group Model for Gonorrhea and Its Control | p. 331 |
| AIDS: Modelling the Transmission Dynamics of the Human Immunodeficiency Virus (HIV) | p. 333 |
| HIV: Modelling Combination Drug Therapy | p. 341 |
| Delay Model for HIV Infection with Drug Therapy | p. 350 |
| Modelling the Population Dynamics of Acquired Immunity to Parasite Infection | p. 351 |
| Age-Dependent Epidemic Model and Threshold Criterion | p. 361 |
| Simple Drug Use Epidemic Model and Threshold Analysis | p. 365 |
| Bovine Tuberculosis Infection in Badgers and Cattle | p. 369 |
| Modelling Control Strategies for Bovine Tuberculosis in Badgers and Cattle | p. 379 |
| Exercises | p. 393 |
| Reaction Diffusion, Chemotaxis, and Nonlocal Mechanisms | p. 395 |
| Simple Random Walk and Derivation of the Diffusion Equation | p. 395 |
| Reaction Diffusion Equations | p. 399 |
| Models for Animal Dispersal | p. 402 |
| Chemotaxis | p. 405 |
| Nonlocal Effects and Long Range Diffusion | p. 408 |
| Cell Potential and Energy Approach to Diffusion and Long Range Effects | p. 413 |
| Exercises | p. 416 |
| Oscillator-Generated Wave Phenomena | p. 418 |
| Belousov-Zhabotinskii Reaction Kinematic Waves | p. 418 |
| Central Pattern Generator: Experimental Facts in the Swimming of Fish | p. 422 |
| Mathematical Model for the Central Pattern Generator | p. 424 |
| Analysis of the Phase Coupled Model System | p. 431 |
| Exercises | p. 436 |
| Biological Waves: Single-Species Models | p. 437 |
| Background and the Travelling Waveform | p. 437 |
| Fisher-Kolmogoroff Equation and Propagating Wave Solutions | p. 439 |
| Asymptotic Solution and Stability of Wavefront Solutions of the Fisher-Kolmogoroff Equation | p. 444 |
| Density-Dependent Diffusion-Reaction Diffusion Models and Some Exact Solutions | p. 449 |
| Waves in Models with Multi-Steady State Kinetics: Spread and Control of an Insect Population | p. 460 |
| Calcium Waves on Amphibian Eggs: Activation Waves on Medaka Eggs | p. 467 |
| Invasion Wavespeeds with Dispersive Variability | p. 471 |
| Species Invasion and Range Expansion | p. 478 |
| Exercises | p. 482 |
| Use and Abuse of Fractals | p. 484 |
| Fractals: Basic Concepts and Biological Relevance | p. 484 |
| Examples of Fractals and Their Generation | p. 487 |
| Fractal Dimension: Concepts and Methods of Calculation | p. 490 |
| Fractals or Space-Filling? | p. 496 |
| Appendices | p. 501 |
| Phase Plane Analysis | p. 501 |
| Routh-Hurwitz Conditions, Jury Conditions, Descartes' Rule of Signs, and Exact Solutions of a Cubic | p. 507 |
| Polynomials and Conditions | p. 507 |
| Descartes' Rule of Signs | p. 509 |
| Roots of a General Cubic Polynomial | p. 510 |
| Bibliography | p. 513 |
| Index | p. 537 |
| J.D. Murray: Mathematical Biology, II: Spatial Models and Biomedical Applications | |
| Preface to the Third Edition | |
| Preface to the First Edition | |
| Multi-Species Waves and Practical Applications | |
| Intuitive Expectations | |
| Waves of Pursuit and Evasion in Predator-Prey Systems | |
| Competition Model for the Spatial Spread of the Grey Squirrel in Britain | |
| Spread of Genetically Engineered Organisms | |
| Travelling Fronts in the Belousov-Zhabotinskii Reaction | |
| Waves in Excitable Media | |
| Travelling Wave Trains in Reaction Diffusion Systems with Oscillatory Kinetics | |
| Spiral Waves | |
| Spiral Wave Solutions of [lambda]-[omega] Reaction Diffusion Systems | |
| Spatial Pattern Formation with Reaction Diffusion Systems | |
| Role of Pattern in Biology | |
| Reaction Diffusion (Turing) Mechanisms | |
| General Conditions for Diffusion-Driven Instability: Linear Stability Analysis and Evolution of Spatial Pattern | |
| Detailed Analysis of Pattern Initiation in a Reaction Diffusion Mechanism | |
| Dispersion Relation, Turing Space, Scale and Geometry Effects in Pattern Formation Models | |
| Mode Selection and the Dispersion Relation | |
| Pattern Generation with Single-Species Models: Spatial Heterogeneity with the Spruce Budworm Model | |
| Spatial Patterns in Scalar Population Interaction Diffusion Equations with Convection: Ecological Control Strategies | |
| Nonexistence of Spatial Patterns in Reaction Diffusion Systems: General and Particular Results | |
| Animal Coat Patterns and Other Practical Applications of Reaction Diffusion Mechanisms | |
| Mammalian Coat Patterns--'How the Leopard Got Its Spots' | |
| Teratologies: Examples of Animal Coat Pattern Abnormalities | |
| A Pattern Formation Mechanism for Butterfly Wing Patterns | |
| Modelling Hair Patterns in a Whorl in Acetabularia | |
| Pattern Formation on Growing Domains: Alligators and Snakes | |
| Stripe Pattern Formation in the Alligator: Experiments | |
| Modelling Concepts: Determining the Time of Stripe Formation | |
| Stripes and Shadow Stripes on the Alligator | |
| Spatial Patterning of Teeth Primordia in the Alligator: Background and Relevance | |
| Biology of Tooth Initiation | |
| Modelling Tooth Primordium Initiation: Background | |
| Model Mechanism for Alligator Teeth Patterning | |
| Results and Comparison with Experimental Data | |
| Prediction Experiments | |
| Concluding Remarks on Alligator Tooth Spatial Patterning | |
| Pigmentation Pattern Formation on Snakes | |
| Cell-Chemotaxis Model Mechanism | |
| Simple and Complex Snake Pattern Elements | |
| Propagating Pattern Generation with the Cell-Chemotaxis System | |
| Bacterial Patterns and Chemotaxis | |
| Background and Experimental Results | |
| Model Mechanism for E. coli in the Semi-Solid Experiments | |
| Liquid Phase Model: Intuitive Analysis of Pattern Formation | |
| Interpretation of the Analytical Results and Numerical Solutions | |
| Semi-Solid Phase Model Mechanism for S. typhimurium | |
| Linear Analysis of the Basic Semi-Solid Model | |
| Brief Outline and Results of the Nonlinear Analysis | |
| Simulation Results, Parameter Spaces, Basic Patterns | |
| Numerical Results with Initial Conditions from the Experiments | |
| Swarm Ring Patterns with the Semi-Solid Phase Model Mechanism | |
| Branching Patterns in Bacillus subtilis | |
| Mechanical Theory for Generating Pattern and Form in Development | |
| Introduction, Motivation and Background Biology | |
| Mechanical Model for Mesenchymal Morphogenesis | |
| Linear Analysis, Dispersion Relation and Pattern | |
| Simple Mechanical Models Which Generate Spatial Patterns with Complex Dispersion Relations | |
| Periodic Patterns of Feather Germs | |
| Cartilage Condensation in Limb Morphogenesis and Morphogenetic Rules | |
| Embryonic Fingerprint Formation | |
| Mechanochemical Model for the Epidermis | |
| Formation of Microvilli | |
| Complex Pattern Formation and Tissue Interaction Models | |
| Evolution, Morphogenetic Laws, Developmental Constraints and Teratologies | |
| Evolution and Morphogenesis | |
| Evolution and Morphogenetic Rules in Cartilage Formation in the Vertebrate Limb | |
| Teratologies (Monsters) | |
| Developmental Constraints, Morphogenetic Rules and the Consequences for Evolution | |
| A Mechanical Theory of Vascular Network Formation | |
| Biological Background and Motivation | |
| Cell-Extracellular Matrix Interactions for Vasculogenesis | |
| Parameter Values | |
| Analysis of the Model Equations | |
| Network Patterns: Numerical Simulations and Conclusions | |
| Epidermal Wound Healing | |
| Brief History of Wound Healing | |
| Biological Background: Epidermal Wounds | |
| Model for Epidermal Wound Healing | |
| Nondimensional Form, Linear Stability and Parameter Values | |
| Numerical Solution for the Epidermal Wound Repair Model | |
| Travelling Wave Solutions for the Epidermal Model | |
| Clinical Implications of the Epidermal Wound Model | |
| Mechanisms of Epidermal Repair in Embryos | |
| Actin Alignment in Embryonic Wounds: A Mechanical Model | |
| Mechanical Model with Stress Alignment of the Actin Filaments in Two Dimensions | |
| Dermal Wound Healing | |
| Background and Motivation--General and Biological | |
| Logic of Wound Healing and Initial Models | |
| Brief Review of Subsequent Developments | |
| Model for Fibroblast-Driven Wound Healing: Residual Strain and Tissue Remodelling | |
| Solutions of the Model Equation Solutions and Comparison with Experiment | |
| Wound Healing Model of Cook (1995) | |
| Matrix Secretion and Degradation | |
| Cell Movement in an Oriented Environment | |
| Model System for Dermal Wound Healing with Tissue Structure | |
| One-Dimensional Model for the Structure of Pathological Scars | |
| Open Problems in Wound Healing | |
| Concluding Remarks on Wound Healing | |
| Growth and Control of Brain Tumours | |
| Medical Background | |
| Basic Mathematical Model of Glioma Growth and Invasion | |
| Tumour Spread In Vitro: Parameter Estimation | |
| Tumour Invasion in the Rat Brain | |
| Tumour Invasion in the Human Brain | |
| Modelling Treatment Scenarios: General Comments | |
| Modelling Tumour Resection (Removal) in Homogeneous Tissue | |
| Analytical Solution for Tumour Recurrence After Resection | |
| Modelling Surgical Resection with Brain Tissue Heterogeneity | |
| Modelling the Effect of Chemotherapy on Tumour Growth | |
| Modeling Tumour Polyclonality and Cell Mutation | |
| Neural Models of Pattern Formation | |
| Spatial Patterning in Neural Firing with a Simple Activation-Inhibition Model | |
| A Mechanism for Stripe Formation in the Visual Cortex | |
| A Model for the Brain Mechanism Underlying Visual Hallucination Patterns | |
| Neural Activity Model for Shell Patterns | |
| Shamanism and Rock Art | |
| Geographic Spread and Control of Epidemics | |
| Simple Model for the Spatial Spread of an Epidemic | |
| Spread of the Black Death in Europe 1347-1350 | |
| Brief History of Rabies: Facts and Myths | |
| The Spatial Spread of Rabies Among Foxes I: Background and Simple Model | |
| Spatial Spread of Rabies Among Foxes II: Three-Species (SIR) Model | |
| Control Strategy Based on Wave Propagation into a Non-epidemic Region: Estimate of Width of a Rabies Barrier | |
| Analytic Approximation for the Width of the Rabies Control Break | |
| Two-Dimensional Epizootic Fronts and Effects of Variable Fox Densitics: Quantitative Predictions for a Rabies Outbreak in England | |
| Effect of Fox Immunity on Spatial Spread of Rabies | |
| Wolf Territoriality, Wolf-Deer Interaction and Survival | |
| Introduction and Wolf Ecology | |
| Models for Wolf Pack Territory Formation: Single Pack--Home Range Model | |
| Multi-Wolf Pack Territorial Model | |
| Wolf-Deer Predator-Prey Model | |
| Concluding Remarks on Wolf Territoriality and Deer Survival | |
| Coyote Home Range Patterns | |
| Chippewa and Sioux Intertribal Conflict c1750-1850 | |
| Appendix | |
| General Results for the Laplacian Operator in Bounded Domains | |
| Bibliography | |
| Index | |
| Table of Contents provided by Rittenhouse. All Rights Reserved. |
ISBN: 9780387952239
ISBN-10: 0387952233
Series: Interdisciplinary Applied Mathematics
Published: 19th June 2002
Format: Hardcover
Language: English
Number of Pages: 584
Audience: General Adult
Publisher: Springer Nature B.V.
Country of Publication: GB
Edition Number: 3
Edition Type: Revised
Dimensions (cm): 24.2 x 16.7 x 3.9
Weight (kg): 0.95
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