ECOL 380/MATH 380

Mathematical Models in Biology

Spring Semester 2008


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        
Thurs 1/17/2008 1 Introduction to the class; the Modeling Cycle; Example 1:  the 1st-order difference equation for modeling population dynamics   Chapter 1.1 

HW #1(corrected) HW1 solutions 

1/24/2008
Tues 1/22/2008 2 PRIMER:  Models and common sense:  dimensions, orders-of-magnitude estimation, significant figures  

Ch. 1.2, 1.5

   
Thurs 1/24/2008 3 Second order difference equations, the superposition principal.  Example 2:  plant reproduction from a seedbank    

HW #2 (solutions)

1/31/2008
Tues 1/29/2008 4 Coupled linear difference equations; Bifurcations diagrams:  Example 3:  populations with juvenile and adult stages   Ch. 1.3, 1.6    
Thurs 1/31/2008 5 General 2-D systems of difference equations; Characteristic equations, eigenvalues and stability analysis   Ch. 1.4, 1.8 HW #3  (solutions) 2/7/2008
Tues 2/5/2008 6 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 2/7/2008 7 Linearization of non-linear diff. equations:  the fundamental theorem of stability   Ch. 2.2 Project #1(solutions) 2/21/2008 (two weeks)
Tues 2/12/2008 8 Parameterizing models with data: maximum likelihood estimation   (not in book)    
Thurs 2/14/2008 9 Systems of non-linear difference equations   Ch. 2.7, 2.8    
Tues 2/19/2008 10 Application:  Host-Parasite system:  the Nicholson-Bailey model  Cushing Ch. 3.2, 3.3, 3.4    
Thurs 2/21/2008 11 Application:  Population genetics & Hardy-Weinberg equilibrium  Cushing Ch. 3.6 Review for exam 1  
Tues 2/26/2008   EXAM 1 [SOLUTIONS]        








      PART II:  Continuous math models & differential equations        
Thurs 2/28/2008 12 Differences between discrete & continuous math, and differential equations:  3 simple differential equations everyone should know   Ch. 4.1 - 4.6

HW #4 (solution)

3/6/2008
Tues 3/4/2008 13 Phase-plane qualitative analysis:  Lotka-Volterra model of pop. Dynamics  

Ch 5.1 - 5.5, Ch. 6.1 - 6.2

   
Thurs 3/6/2008 14 Linearization & stability analysis with continuous math   as above HW #5 (solution)

3/13/2008
Tues 3/11/2008 15 Matrix approach to stability analysis:  variations on Lotka-Volterra   Ch. 4.7-4.9, Ch. 5.6-5.8    
Thurs 3/13/2008 16 Linking ecology to biogeochemistry (background for project 2)   as above Project #2 (solution) 3/27/2008
Tues 3/18/2008   SPRING BREAK        
Thurs 3/20/2008   SPRING BREAK        
Tues 3/25/2008 17 Models with more than two state variables; qualitative stability analysis:  Routh-Hurwitz criteria   Ch. 6.4 - 6.5    
Thurs 3/27/2008 18

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

HW #6: Ch.6, problems 19,24,30 (solution)

4/3/2008
Tues 4/1/2008 19 Epidemiological models of Infectious disease: SIR models   Ch. 6.6    
Thurs 4/3/2008 20 Epidemiology, continued:  unintended outcomes; review for Exam 2   Ch. 6.7 Review for exam 2  
Tues 4/8/2008   EXAM 2 [SOLUTIONS]        
Thurs
4/10/2008
21
 
Chapter 8 introduction (prior to 8.1), and 8.3-8.4
   
Tues
4/15/2008
22
Application:  neuron impulse conduction (Fitzhugh model)   8.5 - 8.8

Project #3 (solution)

4/29/2008
Thurs
4/17/2008
23
Oscillations and Limit cycles:  the Hopf bifurcation; chaos in continuous models   as above    
Tues
4/22/2008
24 Application: evolution by natural & sexual selection   (not in book)    
Thurs
4/24/2008
25 Allometric scaling theory, part 1 (guest lecture) Enquist      
Tues
4/29/2008
26 Allometric scaling theory, part 2 (guest lecture) Enquist   HW #7; Proj 3 due  
Thurs
5/1/2008
27

Coalescent theory in population genetics (guest lecture) (note: review genetics lecture by Prof. Cushing: Population Genetics)

Machado

Hudson 1991 (pp 1-13 only)

   
Tues 5/6/2008   Last Day: Course review and final exam discussion        

 

CLASS  STATISTICS  FOR  GRADED  HOMEWORK



Mean Median Maximum Minimum St. Dev.
HW #1 7.3 8 11 2 2.7
HW #2
8.2 8.5 10.5 3 2.2
HW #3
8.0 8.5 10 3 1.8
Proj. 1 (out of 100)
72.7 83.3 93.75 27 24.9
HW #4
9.2 9 10 8 0.7
HW #5
9.4 10 10.75 4.75 1.9
Proj. 2 (out of 100)
92 95 100 81 6.9
HW #6
8.5 9 10 6.25 1.5
Proj. 3 (out of 100)
89
89
99
78
6.7







(revised 10 March 2008)