Monotone Dynamical Systems with Applications in Biology

本課程是由 國立陽明交通大學應用數學系提供。

(1) Review on General Dynamical System, topological property of w-limit set, alpha limit set, 2-d Poincare Bendixson Theorem , Stable Manifold Theorem, Hopf Bifurcation, Chaotic Dynamical Systems.

(2) Monotone Dynamical System
Definitions, Monotone, Strongly monotone, Strongly order preserving (SOP)
Hirsch’s Convergence Theorem, No attracting periodic orbit in monotone system. Non-ordering of limit sets, limit set dichotomy , generic quasi-convergence.

(3) Competitive and Cooperative Differential Equations
Kamke Condition, Positively invariant sets and Monotone Solutions, Non-oscillation principle (Ito’s Lemma), Topological Equivalence of flow of competitive or cooperative n-d systems to a flow on (n-1)-d system of Lipschitz differential equations, Poincare-Bendixson Theorem of 3-d competitive systems, Alternative Cones, The Field-Noyes Model.

(4) Irreducible Cooperative Systems
Strong Monotonicity, A Biochemical Control Circuit, Stability and the Perron-Frobenius Theorem, Competition and Migration, Smale’s Construction

(5) Quasimonotone Systems of Parabilic Equations
Parabolic Systems: The Basic Setup, Maximum Principles, Positively Invariant Sets , Comparison and Monotonicity, The Strong Order Preserving Property, The Biochemical Control Circuit with Diffusion.

(6) Two species competition in the flow reactor model in a river system.

(7) Sublinearity of Monotone Dynamical System, Butler McGhee Lemma, Uniform Persistence Theory.

(8) Jiang’s global stability theorem for cooperative systems

(9) PDE, Reaction-Diffusion system, Principle eigenvalue

(10) Krein-Rutman Theorem , Systems with coupled PDE and ODE, Generalized Krein-Rutman’s Theorem.

(11) Abstract theory of two species competition in ordered Banach Spaces, Dancer-Hess Lemma.
Slower Diffuser vs Fast Diffuser, Two species Competition in an unstirred chemostat.

(12) Poincare Bendixson Theorem for Monotone Cyclic Feedback System.

Reference Books:

Hal L. Smith. Monotone Dynamical Systems: An Introduction to the Theory of Competitive and Cooperative Systems (Mathematical Surveys & Monographs),Amer Mathematical Society, 1995.
SZE-BI HSU, Ordinary Differential Equations with Applications (Applied Mathematics), 2nd Ed. World Scientific Publishing Company, 2013.
Xiao-Qiang Zhao, Dynamical Systems in Population Biology, 2nd Ed, Springer, 2017.

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Instructor(s) Department of Applied Mathematics Prof. Sze-Bi Hsu
Course Credits 2 Credits
Academic Year 107 Academic Year
Level Master student
Prior Knowledge None
Related Resources Course Video   Course Syllabus 

WeekCourse ContentCourse Video
Review on General Dynamical SystemWatch Online
Monotone Dynamical System
Definitions
Monotone
Strongly monotone
Strongly order preserving (SOP)
Watch Online
Hirsch’s Convergence Theorem
No attracting periodic orbit in monotone system
Watch Online
Non-ordering of limit sets
Limit set dichotomy
Generic quasi-convergence
Watch Online
Competitive and Cooperative Differential Equations
Kamke Condition
Watch Online
Positively invariant sets and Monotone Solutions
Non-oscillation principle
Watch Online
Topological Equivalence of flow of competitive or cooperative n-d systems to a flow on (n-1)-d system of Lipschitz differential equationsWatch Online
Poincare-Bendixson Theorem of 3-d competitive systems
Alternative Cones
The Field-Noyes Model
Watch Online
Strong Monotonicity
A Biochemical Control Circuit
Stability and the Perron-Frobenius Theorem
Watch Online
Irreducible Cooperative Systems
Competition and Migration
Smale’s Construction
Watch Online
Quasimonotone Systems of Parabilic Equations
The Basic Setup, Maximum Principles
Positively Invariant Sets
Comparison and Monotonicity
The Strong Order Preserving Property
Watch Online
Irreducible Cooperative Systems
A Biochemical Control Circuit
Two Patch Competitive Models
Watch Online
Quasimonotone Systems of Parabilic Equations
The Basic Setup
Strong Parabilic Maximum Principles
Watch Online
Comparison Principle
Krein-Rutman Theorem
Weak Maximum Principle
Positively Invariant Sets
Comparison and Monotonicity
Watch Online
Krein-Rutman Theorem
Reaction-Diffusion system
Principle eigenvalue
Two species competition in the flow reactor model
Watch Online

課程目標

(1) Review on General Dynamical System, topological property of w-limit set, alpha limit set, 2-d Poincare Bendixson Theorem , Stable Manifold Theorem, Hopf Bifurcation, Chaotic Dynamical Systems.
(2) Monotone Dynamical System Definitions, Monotone, Strongly monotone, Strongly order preserving (SOP) Hirsch’s Convergence Theorem, No attracting periodic orbit in monotone system. Non-ordering of limit sets, limit set dichotomy , generic quasi-convergence.
(3) Competitive and Cooperative Differential Equations Kamke Condition, Positively invariant sets and Monotone Solutions, Non-oscillation principle (Ito’s Lemma), Topological Equivalence of flow of competitive or cooperative n-d systems to a flow on (n-1)-d system of Lipschitz differential equations, Poincare-Bendixson Theorem of 3-d competitive systems, Alternative Cones, The Field-Noyes Model.
(4) Irreducible Cooperative Systems Strong Monotonicity, A Biochemical Control Circuit, Stability and the Perron-Frobenius Theorem, Competition and Migration, Smale’s Construction
(5) Quasimonotone Systems of Parabilic Equations Parabolic Systems: The Basic Setup, Maximum Principles, Positively Invariant Sets , Comparison and Monotonicity, The Strong Order Preserving Property, The Biochemical Control Circuit with Diffusion.
(6) Two species competition in the flow reactor model in a river system.
(7) Sublinearity of Monotone Dynamical System, Butler McGhee Lemma, Uniform Persistence Theory.
(8) Jiang’s global stability theorem for cooperative systems
(9) PDE, Reaction-Diffusion system, Principle eigenvalue
(10) Krein-Rutman Theorem , Systems with coupled PDE and ODE, Generalized Krein-Rutman’s Theorem.
(11) Abstract theory of two species competition in ordered Banach Spaces, Dancer-Hess Lemma. Slower Diffuser vs Fast Diffuser, Two species Competition in an unstirred chemostat.
(12) Poincare Bendixson Theorem for Monotone Cyclic Feedback System.

 

參考書目

Hal L. Smith. Monotone Dynamical Systems: An Introduction to the Theory of Competitive and Cooperative Systems (Mathematical Surveys & Monographs),Amer Mathematical Society, 1995.
SZE-BI HSU, Ordinary Differential Equations with Applications (Applied Mathematics), 2nd Ed. World Scientific Publishing Company, 2013.
Xiao-Qiang Zhao, Dynamical Systems in Population Biology, 2nd Ed, Springer, 2017.