ECOL 380/MATH 380

Mathematical Models in Biology

Fall Semester 2009


HOME       COURSE INFORMATION        LECTURES, READINGS, & HOMEWORK         EXAMS      

LECTURES, READINGS AND HOMEWORK ASSIGNMENTS

Day  Date  Lecture Topic Guest Lecturer Reading Homework Due Date
      PART I:  Discrete Math and applications of difference equations        
Tues 8/25/2009 1 Introduction to the class; the Modeling Cycle; Example 1:  the 1st-order difference equation for modeling population dynamics   Chapter 1.1 

HW #0 (solution)

8/27/2009 
Thurs 8/27/2009 2 Example 1, Cont. + PRIMER:  Models and common sense:  dimensions, orders-of-magnitude estimation, significant figures   Ch. 1.2, 1.5 HW #1 (solution) 9/3/2009 
Tues 9/1/2009 3 Second order difference equations, the superposition principal.  Example 2:  plant reproduction from a seedbank    

 

 
Thurs 9/3/2009 4 Coupled linear difference equations; Bifurcations diagrams:  Example 3:  populations with juvenile and adult stages   Ch. 1.3, 1.6 HW #2 (solution) 9/10/2009
Tues 9/8/2009 5 General 2-D systems of difference equations; Example 4: Characteristic equations giving complex eigenvalues, and stability analysis   Ch. 1.4, 1.8    
Thurs 9/10/2009 6 Parameterizing models with data: maximum likelihood estimation   (not in book) Project #1 (solution) 9/24/2009
Tues 9/15/2009 7 Non-linear difference equations: the discrete logistic equation; Cobweb diagrams (free downloadable software for cobwebbing: E&F Chaos)   Ch. 2.1, 2.3, 2.5  
Thurs 9/17/2009 8 Linearization of non-linear diff. equations: the fundamental theorem of stability   Ch. 2.2    
Tues 9/22/2009 9 Systems of non-linear difference equations   Ch. 2.7, 2.8    
Thurs 9/24/2009 10 Application: Host-parasite system, Nicolson-Baily model   Ch. 3.2, 3.3, 3.4 Review for exam 1  
Tues 9/29/2009 11 PART II:  Continuous math models & differential equations
Differences between discrete & continuous math: 3 DEQ's everyone should know
  Ch. 4.1 - 4.6    
Thurs 10/1/2009   MIDTERM 1 (lectures 1-10, and homeworks 1-2; Project 1)     HW #3 (solution) 10/8/2008
Tues 10/6/2009 12 Phase-plane qualitative analysis: Lotka-Volterra model of pop. Dynamics   Ch 5.1 - 5.5, Ch. 6.1 - 6.2

 

 
Thurs 10/8/2009 13 Linearization & stability analysis with continuous math  

as above

HW #4 (solution) 10/15/2009
Tues 10/13/2009 14 Matrix approach to stability analysis: variations on Lotka-Volterra   Ch. 4.7-4.9; 5.6-5.8  
Thurs 10/15/2009 15 L-V competition/mutualism summary; linking ecology to biogeochemistry (background for project 2)   as above

Project #2
(Solution)

10/29/2009
Tues 10/20/2009 16 Models with more than two state variables; qualitative stability analysis:  Routh-Hurwitz criteria   Ch. 6.4 - 6.5    
Thurs 10/2/2009 17

Application:  Does biological complexity influence stability? (for those interested, see Robert May's classic 1972 paper, "Will a large complex system be stable?"

  as above


 
Tues 10/27/2009 18 Epidemiological models of Infectious disease: SIR models   Ch. 6.6    
Thurs 10/29/2009 19 Epidemiology, continued:  unintended outcomes; review for Exam 2   Ch. 6.7

Review for exam 2
HW 4.5 pre-exam
(solution)

 
Tues 11/3/2009 20 Oscillations and Limit cycles; Poincare-Bendixson theorem   Ch. 8 (intro); 8.3-8.4    
Thurs
11/5/2009
MIDTERM 2 (Lectures 11-19; homeworks 3-4; Project 2)
     
Tues
11/10/2009 21 Application:  neuron impulse conduction (Fitzhugh model)   8.5 - 8.8

HW #5 (solution)

11/17/2009
Thurs
11/12/2009
22 Oscillations and Limit cycles:  the Hopf bifurcation; chaos in continuous models Cushing as above   11/19/2009
      PART III:  Miscellaneous: Genetics, Evolution, and Allometry        
Tues
11/17/2009
23 Population Genetics: Hardy-Weinberg equilibria (pdf posted: Cushing page) Cushing Ch. 3.6    
Thurs
11/19/2009
24 Natural selection in structured populations:  evolution of cooperation 1 Michod Michod, 1999, Darwinian Dynamics, Ch1.

Project #3- AProject #3 - B (solution)

12/3/2009
Tue
11/24/2009
25 Natural selection in structured populations:  evolution of cooperation 2 Michod Ch 4 from above    
Thurs
11/26/2009
 

THANKSGIVING

 

 

   
Tues 12/1/2009 26 Allometric scaling theory        
Thurs 12/3/2009 27 Allometric scaling theory, 2        
Tues 12/8/2009 28 Last Day: Course review and final exam discussion        

 

CLASS  STATISTICS  FOR  GRADED  HOMEWORK



Mean Median Maximum Minimum St. Dev.
HW #0 8.8 10 10 6.5 2.2
HW #1
9.2 9 10 7 0.8
HW #2
8.1 9 10 4 2.4
Proj. 1 8.6 9 10 0 2.3
HW #3
8.4 9 10 0 2.4
HW #4 8.2 9 9.5 0 2.3
Proj. 2
8.8 9 10 7 0.8
HW #5 6.7 8.5 9.5 0 3.9
HW #6 NA        
Proj. 3
7.8
9
10
0
3.7

(revised 13 December 2009)