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categoryالرياضيات
schoolبكالوريوس
event_available2026-07-15
السؤال
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2. We will examine here a discrete dynamical system [i.e., a system that evolves in time] that also
happens to be a Markov chain [see section 4.9 in the textbook].
A drug is used to regulate liver function. A patient takes an injection containing 100 units of the
drug. Every 10 minutes, 50% of the drug in the bloodstream stays in the bloodstream while 50%
stays in the liver; during the same time period, 75% of the drug in the liver goes to the
bloodstream while 25% stays in the liver. With an initial injection that gets the process started,
100 units of the drug go directly into the bloodstream (and 0 units into the liver). This process
can be modeled mathematically by first introducing the following variables:
Xx
amount of drug in the bloodstream after k 10-min time intervals have passed
yk amount of drug in the liver after k 10-min time intervals have passed
The dynamical system that this process originates is represented by the following system:
xk+1
Yk+1
3
Yk
where k 0,1,2,3,4,5,.....
=
[100
0
or, using matrix algebra: X(k+1) = A-Ẵ(k) where X (k) = []
24
and A=
1 1
2 4.
h. =
Recall that the process gets started when X (0) -[*]-[10].
To observe the system evolving with time, find (1), (2), (3) and (4).
Also here: examining the vectors you just obtained (and the trend) try to guess lim (k)
i. Find (k) = A*X(0) as a vector with entries in terms of k.
j. Use part f) and the fact that for -1<r<l, lim=0, in order to find lim A*
888
k. Is some kind of stability attained as time passes? We now seek to determine the long-term
behavior: find lim X(k) [we can call this vector (c)].
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1. Find the vector A. X (∞) = X(0+1). You can see why the vector й (∞) is called a
steady-state vector or equilibrium vector.
m. Write a statement interpreting parts k) and I) in the biological context of this problem.
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