Exam code: 9709
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Define mathematical model.
A mathematical model simplifies a real-world situation so that it can be described using mathematics and used to make predictions.
The description is deliberately imperfect: the aim is something simple enough to work with, not something that captures everything.

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A model is built by making that simplify the situation, and it can later be
if better information becomes available.
A model is built by making assumptions that simplify the situation, and it can later be refined if better information becomes available.
Both belong to the same cycle: you assume something in order to get started, then improve the model once you can see how well it fits.
The number of leaves on a tree after days is modelled by
. What does
represent?
is the number of leaves at the very start, when
.
Substituting the value that makes the rest of the expression disappear is the general way to work out what a constant in a model stands for.
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Define mathematical model.
A mathematical model simplifies a real-world situation so that it can be described using mathematics and used to make predictions.
The description is deliberately imperfect: the aim is something simple enough to work with, not something that captures everything.
A model is built by making that simplify the situation, and it can later be
if better information becomes available.
A model is built by making assumptions that simplify the situation, and it can later be refined if better information becomes available.
Both belong to the same cycle: you assume something in order to get started, then improve the model once you can see how well it fits.
The number of leaves on a tree after days is modelled by
. What does
represent?
is the number of leaves at the very start, when
.
Substituting the value that makes the rest of the expression disappear is the general way to work out what a constant in a model stands for.
Why does only one branch of a reciprocal model usually matter?
Because the quantity being modelled is normally one that cannot be negative, such as a time, a length or a number of objects.
The other branch is mathematically correct but describes values the situation cannot take, so it is discarded.
True or False?
A model of the form predicts that the quantity never reaches zero.
True.
No value of makes
equal to zero, so the curve gets ever closer to the horizontal axis without ever touching it.
If the quantity really does reach zero in practice, that is a limitation of the model rather than a fact about the situation.
How can you find a weakness in a function used as a model?
Test the extremes: what the model predicts when the input is close to zero, and what it predicts when the input becomes very large.
A model that behaves sensibly in the middle of its range can still give nonsense at either end.
A gas has pressure pascals, where
is the volume in
. What is the smallest whole volume keeping
below
?
Solving gives
, so the smallest whole volume is
.
Rounding down to would break the condition, so a value produced by a model always has to be checked against what the situation actually allows.
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