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DNA - 101
KNOWLES SURNAME
DNA PROJECT

POTENTIAL
NUMBER of ANCESTORS
Are
We All Related ?
Are we all related? Recently it has become increasingly apparent that more of us are related then we
might have believed a few years ago. The following article is based on an
article originally developed
by George Anderson for the Livermore-Amador, California Genealogical Society’s
Newsletter, “The Livermore Roots Tracer”. Anderson's article was
subsequently edited by Robert B.
Noles and published in the “STAR”, the newsletter for the St. Tammany
(Parish Louisiana) Genealogical Society in 2002.
This dissertation provides
genealogists and non genealogists alike a quick and fascinating view of how
western civilization is related based on the mating habits of our ancestors as
established by mathematical models! This article is reproduced here as
additional background information for the Knowles Surname DNA Project because
these mathematical results will no doubt be confirmed by the genetics and
genealogy efforts of the various DNA projects.
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The mathematics of
our ancestry is exceedingly complex, because the number of ancestors
increases exponentially |
The mathematics of our
ancestry is actually exceedingly complex, because the
number of ancestors
increases exponentially, not linearly. We've often seen the calculation
that identifies the number of our ancestors as we go back and back in time. We have
two parents, four grandparents, eight grand-parents, etc. If we go back
just 10 generations, we have 1024 direct ancestors just in the 10th
generation; for 20 generations, we have
about a million direct ancestors; for 30 generations, about a billion;
and for 40 generations
about a trillion potential direct ancestors. Put another way, this
calculation would indicate that every person alive today would have over two
billion possible
ancestors about 750 years ago, based on 30 generations ago at 25 years per
generation. However, the estimated world population for the year 1250 A.D.
is only 400 million. |
POTENTIAL
NUMBER of ANCESTORS
| GENERATIONS |
ANCESTORS |
SURNAMES |
YEARS AGO* |
YEAR |
| 1 |
2 |
1 |
25 |
1975 |
| 2 |
6 |
2 |
50 |
1950 |
| 5 |
62 |
16 |
125 |
1875 |
| 10 |
2,046 |
512 |
250 |
1750 |
| 20 |
2 Million |
524,000 |
500 |
1500 |
| 30 |
2 Billion |
537
Million |
750 |
1250 |
NUMBER of
ANCESTORS PYRAMID
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2
Parents
4
Grandparents
8
Great Grandparents
16
Great Great Grandparents
32
Great Great Great Grandparents
64
Great Great Great Great Grandparents
128
Great Great Great Great Great Grandparents
256
Great Great Great Great Great Great Grandparents
512
Great Great Great Great Great Great Great Grandparents
1024
Great Great Great Great Great Great Great Great Grandparents
(Your
maximum number of ancestors through 10 generations is therefore 2046.)
(How many of your 2046 direct
ancestors have you identified? You had better get busy!)
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All the humans who have
ever lived on earth, number less than 10 billion! The explanation for this
contradiction is that our ancestors have married each other by the thousands and
millions in the remote past (and in some cases, not very remote). We may
have had a trillion ancestors 40 generations ago, but not a trillion different
ancestors.
This phenomenon, the
pruning of our family tree to look like a Lombardy poplar instead of a spreading
oak, is called ‘pedigree collapse’ or ‘coalescence’. We all share
common ancestors. "We are all related: the question is how far
back in time is the common ancestor." As all family historians have
seen, there are many cases where our ancestors married cousins; thus
reducing the actual number of our unique ancestors.
Scientists who study
population genetics have done a great deal of research on this subject. An
article by Steven Olson in the May 2002 issue of The Atlantic Monthly describes some startling
results of their studies:
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In
all probability, you and I are descended from English Royalty, |
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Everyone
in the world is descended from Nefertiti and Confucius, |
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Everyone
in the Western world is descended from Charlemagne, |
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Eighty
percent of Charlemagne's contemporaries are also ancestors of us all. |
Olson based these
statements on the work of Joseph Chang, professor of statistics at Yale
University. Chang's paper, 'Recent Common Ancestors of All Present-Day
Individuals'
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"Everyone in
the Western world is descended from
Charlemagne." Steve Olson |
The first part of Chang's
article is quite readable; later, when he presents the formal proofs of his
conclusions, his mathematical formulation becomes quite complex. But there
is a fun experiment that you can do to bring home the essence of pedigree
collapse. You need a pencil, a sheet of lined paper, and a pair of dice.
Imagine that many years ago there was an island on which six couples
lived. Down through the years, the generations remained distinct, and the
population in each generation remained at six couples (see Pedigree Collapse Chart
below).
Near the top of your paper
put six dots in a row and number them 1 to 6. This is Generation 1. Seven
lines below that, put six more dots but do not number them. This is Generation
2. For each dot in Generation 2, throw the dice, and write the numbers
from each die above the dot.
If the number is 1, put it
one line above the dot; if a 2, two lines above, etc. For each couple in
Generation 2, we are randomly choosing the husband's parent couple and the
wife's parent couple from Generation 1.
Now repeat this process.
Put 6 more dots for Generation 3 seven lines below the previous dots.
Throw the dice for each couple in Generation 3. This time, do not record
the die face number, say 4, but use that number to find the 4th dot in
Generation 2 and read the two numbers above that dot. Record these two
numbers above the Generation 3 dot, eliminating duplicates. Do the same for the
second die.
Now we have chosen the
grandparent couples for all of the Generation 3 couples. Probably by this
time there will be some anomalies. Each Generation 3 couple can have at
most 4 numbers above it, but some may have fewer. If there are fewer,
cousins have married and the collapse has begun! It could even happen that
brother has married sister, not taboo on this make-believe island.
Keep repeating this process
and watch for the first time that the same number appears above every one of the
couples in the latest generation. That will probably happen by about
Generation 3 or 4. If that repeated number is, say, 5, it means that the
5th couple in the original generation is the "most recent common
ancestor" (MRCA) of all of the couples in the current generation.
Keep repeating the process and watch for the first time that all of the numbers
above all of the couples in the current generation are the same. When that
point is reached, and it will be reached with certainty, then all the progenitor
couples whose numbers are in that list are common ancestors of everyone in the
current generation. Some of the progenitor couples will probably be
missing; their descendancy has winked out forever. |
PEDIGREE
COLLAPSE CHART
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Now imagine that instead of
a population of six we had a population of one million or one billion. According
to Professor Chang's model, the same thing will happen, but it will just take
longer. Not as long as you might think, though. If the constant, randomly
mating population is N, the number of generations back to the MRCA is the
logarithm of N to the base 2.
For a population of one
million, the MRCA generation is 20, or about 500 years. For one billion
population, it is 30 generations or 750 years. The time when everyone was
either an ancestor of all in the current generation of an ancestor of none is
roughly twice that for the MRCA.
So Charlemagne, who lived
1200 years ago, is the ancestor of us all, and you are my Nth cousin, where N is probably less than 20.
George Anderson programmed
Professor Chang's model on his Macintosh. Anderson’s simulations agreed with
Chang’s. Because the simulations involve random selections, multiple
trials were conducted to get statistically valid results. That's where it gets
hairy! To do 250 trials for the population=4,000 case, Anderson had to run
his poor Mac overnight (you should use a PC George)!
For a population of 4,000,
the MRCA appears at about 12 generations, and the all-or-nothing common
ancestors appear in about 22 generations. Of course, the mathematical
model is idealized. But the main conclusions are being accepted as true.
Humans really do become related to each other very quickly - in centuries, not
in millennia, and not ever, as some believe. Just think of the churning in
England. In succession there were the Picts, Celts, Romans, Saxons,
Vikings and Normans. If they did not interbreed, willingly or otherwise,
it would defy all human nature.
Hello all you
cousins. Let's have a reunion! |
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