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Optimal Eradication of Poliomyelitis

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Title: Optimal Eradication of Poliomyelitis


1
Optimal Eradication of Poliomyelitis
  • Ryan Hernandez
  • May 1, 2003

2
Why Poliomyelitis?
  • characterized by fever, motor paralysis, and
    atrophy of skeletal muscles (acute flaccid
    paralysis, AFP)
  • Deemed eradicated in the Americas since 1994, but
    still a problem in some countries (e.g.
    Afghanistan, Egypt, India, Niger, Nigeria,
    Pakistan and Somalia)

3
What can be done?
  • Vaccinations
  • OPV
  • does not require trained medical staff/sterile
    injection equipment, live virus could suffer from
    disease
  • IPV
  • Administered through injection only, dead virus,
    not completely effective

4
Questions
  1. In the geographical areas where polio still
    exists, what steps need to be taken to ensure its
    eradication for each vaccine?
  2. Can we eradicate polio optimally?

5
Addressing the Questions
  • Eichner and Hadeler develop a deterministic
    system of differential equations for each
    vaccine, and perform equilibrium analysis on the
    system, but no simulations!!!

6
OPV Model of Eichner and Hadeler
7
Basic Reproductive Number
8
Zero vaccination in a developing country?
9
10 vaccination
10
Infected Equilibrium Point
11
Critical Vaccination Level
Rw 12 Rv 3
gt p 0.6875
12
Critical p
13
Optimal Control?
14
Optimal vaccination
15
IPV Model
16
Basic Reproduction Numbers
In our developing country, we have Rw 12 and
R1 1.2
17
Critical vaccination
p 0.986
18
Zero vaccination (p0)
19
Critical p
20
Optimal p(t)
21
Discussion
  • Furthering the research
  • a model which combines the two vaccine models
    into one, two-vaccine model.
  • consider various population ages, since on
    national vaccination days, it is usually all
    children aged 6 and less that are vaccinated.
  • Possibly consider other forms of optimal control.

22
Optimal Control!
Consider the objective functional
Then the Hamiltonian is as follows
Costate variables satisfy these differential
equations
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