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Conference rusure::math

Title:Mathematics at DEC
Moderator:RUSURE::EDP
Created:Mon Feb 03 1986
Last Modified:Fri Jun 06 1997
Last Successful Update:Fri Jun 06 1997
Number of topics:2083
Total number of notes:14613

1831.0. "Demographics in Teeny-Bop" by RTL::GILBERT () Wed Dec 29 1993 20:43

    The people in the country of Teeny-Bop always have a life expectancy
    of 20 years.  That is, at _any_ age, a person's life expectancy is
    another 20 years!  What percentage of the population are teen-agers?
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1831.1A partial answer...SSAG::LARYLaughter & hope & a sock in the eyeThu Dec 30 1993 19:1421
If you believe that age is discrete (you are 0 years old from the day you are
born until your first birthday, then 1 year old until your second birthday,
etc) then if you denote the probability of dying at age A as p(A), then the
specified conditions together with sum(p(A))=1 give you a solvable set of
simultaneous equations whose solution is: 

	p(0) = 1/20

		1 - sum(I=0 to A-1)(P(I))
	p(A) = --------------------------, A > 0
			20

i.e. 5% of the people die every year, independent of age. I believe that if you
treat age as a continuum, you will get a similiar answer in continuous terms,
such as p(A) = exp(-A/20)/20, but I haven't worked it out.

BUT, it isn't possible to figure out what percentage of the population are
teenagers without some other condition, e.g. that the population is constant,
since the problem conditions and the above derivations would hold true even if
there were no births in Teeny-Bop in the last 20 years! 

1831.2cts solutionJOBURG::BUCHANANWed Oct 11 1995 11:3735
    
    
    I agree with Richie's approach in .1. and let's assume that the
    population distribution is static.
    
    Let p(x) be the probability density function for a person's age.
    
    We are told that int[x=y,%]x.p(x).dx = (y+20).int[x=y,%].p(x).dx.
    
    Differentiate by y to get:
    
    	-y.p(y) = -(y+20).p(y) + int[x=y,%].p(x).dx
    
    	20.p(y) = 1-int[x=0,y].p(x).dx
    
    Let 
    
    	q(y) = int[x=0,y].p(x).dx
    
    	20dq/dy = 1-q
    
    	20ln(1-q) = -y+C
    
    When y=0,q=0, so C =0.
    
    Therefore:                 
    	q = 1-exp(-y/20), 
    	p = exp(-y/20)/20.
    
    and in particular:
    	q(20)= 1-1/e   
    
Multiply this by 100 to get the percentage of the population which are
teenagers.
    
1831.3queryDECADA::YODERMFYWed Oct 11 1995 14:171
But what you want is q(20)-q(13), right?
1831.4AUSSIE::GARSONachtentachtig kacheltjesThu Oct 12 1995 01:553
    re .3
    
    It seems so...if that is how you define "teenager".