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Reflections on
teaching senior mathematics
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In coordinate geometry, tangents arise in two places:
These two mentions of tangents have both moved now from the Core to the Options of the new Years 9&emdash;10 Advanced syllabus, so its important when considering a schools program in these years to make sure they are both taught to all potential 2/3/4 Unit students.
Secondly, the work on graphs in Years 9&emdash;10, particularly the work added in the new syllabus, should have prepared students to understand intuitively what differentiation means. The HSC examiners have made it clear that they want this intuitive understanding maintained, asking questions like Question 7(c) from the 1995 2 Unit paper and Question 7(c) from the 1992 2 Unit paper. In these questions, students were required to interpret rates of change from graphs and to provide brief explanations of their interpretations.
The third point I want to make is that there is a logical reason for teaching sequences and series before differentiation. Using the formula for the sum to n terms of a GP:
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From this comes the factorization of the difference of powers:
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Then
can be differentiated along these lines:

But Ive indicated earlier that there is also a more intuitive
relationship between partial sums of series, and integration and
differentiation.
Fourthly, what is the derivative applied to? The derivative is such a fundamental mathematical object that it will soon escape from any constraints put on it, but there are some quite explicit applications of the derivative in our course.
Integration and the fundamental theorem of calculus
Integration must have a life of its own. It cannot be introduced and defined as the reverse process of differentiation. Substitution into the primitive to evaluate a definite integral is the result of the fundamental theorem, fundamental to calculus and to our course, and must never be confused with the meaning of integration.
The definite integral is defined as an area, with qualifications allowing negative area. As with differentiation, the basic idea of integration is geometric, but it is developed through the theory of functions and their graphs in the coordinate plane. The examiners have made it quite clear that they want this original definition of the definite integral as a signed area to remain in the students understanding as in Question 5(b) from the 2 Unit 1993 HSC paper where any approach through primitives would be quite inappropriate.
This means that all the work in Years 7&emdash;10 on area now gets absorbed into integration theory - the formulae for areas of things like triangles, trapezia and circles become special cases of the definite integral.
The central problem of integration is finding areas of regions bounded by curves, rather than lines. Area is defined by length times breadth, the formula for the area of a rectangle, so areas of curved regions can only be established by infinite dissection. Here is the way the area of a circle was established, probably in Years 7 or 8, by an infinite dissection of a circle, and this should probably be revisited now so that it can be explained that theyve already seen integration (Figure 5).

Figure 5
Once this understanding is there, the fundamental theorem can take the appropriate centre stage in our teaching. It is the cornerstone of our course, and the proof is important, but unfortunately, it is difficult, and as always must be tailored to the ability of the class. Even the simplest work on the theorem and its proof will help students to understand that evaluating a definite integral using a primitive is a rather spectacular theorem, not a definition.
The four groups of functions
Now lets turn to the functions to which the calculus is applied. One of the great changes from Year 10 to Year 11 is that functions and their graphs become the centre of attention. A large number of 2 Unit students find the change bewildering; they dont like it at all, and they say so. They rebel against tables of values, they dont want to draw graphs, they just want to cling onto the numbers and equations that got them through Years 9&emdash;10. We all have our methods of dealing with this. For example, at our school we spend an intensive period at the start of Year 11 working on curve sketching and applying it to equations and inequations. In that way we begin to set in motion the characteristic way in which the 2/3/4 Unit courses run arguments backwards and forwards between the graph and the algebra. Theres a great deal to do before the calculus begins.
The functions our impressive methods of
calculus and curve sketching are applied to are not very numerous.
There are linear and non-linear functions, and Ive placed the
non-linear functions into three groups
.
1. Linear functions.
2. Non-linear functions:(a) Quadratic functions,
principally
(ii) The circle, principally
![]()
(c) (i) The exponential and
logarithmic functions, principally
and ![]()
(ii) The rectangular
hyperbolas, principally ![]()
Linear functions
Linear functions are called linear because their graphs are straight lines. Although they are well covered in Years 9&emdash;10, its good to remember that the understanding of their graphs requires quite a lot of geometric and trigonometric insight. For a start, implicit in the idea of angle of inclination are corresponding angles, the supplementary adjacent angles in a straight angle, vertically opposite angles, angle sum of a triangle, and the complementary angle with the y-axis (Figure 6).
Figure 6
Figure 7
Linear functions express proportionality, which is firmly grounded in similarity and in the intercept theorems, which are the only new geometry in the 2 Unit course. But even gradient requires similarity, because the uniqueness of gradient requires that whatever two points are taken on the line, the ratio of rise over run remains constant (Figure 7). This gradient ratio is just the tangent of the angle of inclination, which means trigonometry is essential even for linear functions.
One of the greatest strengths of recent HSC papers has been the constant linking of topics. The relationship between Euclidean geometry, coordinate geometry and trigonometry is often explored; for example, below is Question 10(c) of the 2 Unit 1997 HSC, where Euclidean geometry, coordinate geometry and trigonometry are combined. Theres more to ask here. Once you start, you can see rates of change, circular motion, maximization of the area of D OPQ. Theres an attitude of mind here that simply knows the topics are linked, and proceeds.
Students seem to have great difficulty doing Euclidean geometry on the coordinate plane. Its the same even in 4 Unit - give them a rhombus and try getting them to use the fact that the diagonals are perpendicular - theyll go back to the modulus&emdash;argument form and rationalizing denominators every time. All our 4 Unit students did in our recent Trial. But the examiners are insisting. The final two questions in the 1997 4 Unit paper should be sufficient evidence of that for those who have read them.
Question 10(c) 2 Unit, 1997
In the above diagram, Q is the point
(&emdash;1, 0), R is the point (1, 0), and P is another
point on the circle with centre O and radius 1. Let
PQR
= a and
PQR
= b , and let
tan b = m.
(ii) Find the equation of the line PQ.
(iii) Show that the
x-coordinates of P and Q are solutions of the
equation ![]()
(iv) Using this equation, find the coordinates of P in terms of m.
(v) Hence deduce that ![]()
Non-linear functions
(a) Quadratic functions
Quadratic functions arise naturally in two ways. They are the area of a linear figure, and they are the integral of a linear function. I hope it is now obvious that these two things are exactly the same.
This is how our colleagues in physics prove the
formula
They draw the graph of
then calculate the area under the curve by simple mensuration (Figure
8).
What Im meaning to show by this example is that the study of linear phenomena absolutely requires the study of quadratic phenomena. This is the reason why quadratics occur everywhere, and why so much time is given to the discriminant and the vertex and completing the square and so forth.
Figure 8
Factorizing of quadratics is quick when it works, but it only works in exceptional cases. The systematic study of quadratics requires them to be reduced to completed square form:
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From this completed square comes the vertex, the formula for the roots, and discriminant theory.
Conversely, the geometric questions about the parabola can be reinterpreted as algebraic questions about quadratics.
One can make the same remark about cubics being
volume and being the double integral of a linear function. If you
continue this, you have a theory of polynomials, but that is 3 Unit
work. Note that in Question 9(b) of the 2 Unit 1990 HSC paper,
cubics, similarity, maximization, and the mensuration of cylinders
and cones all come together.
(b) The special functions
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But as I said, its very hard to keep mathematics in a box. The area of the sector POQ is a linear function of the angle q at the centre, and a quadratic function of the radius (Figure 9). The area of the isosceles D POQ, however, is a sine function of the central angle q , and the sine function cant be defined algebraically (Figure 10). We have to pass to what are called special functions.
This course essentially introduces only two of
them -
and sin x or cos x. Every mathematics teacher
should know a little secret here, that
and sin x, are really the same thing, because of the
formula:
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However, thats not even in the 4 Unit course, so we can keep it our secret, until the students start reading about it and asking questions, in which case for our own credibility we had better know.
Calculus only really gets going with
and sin x, and one very satisfactory thing about our 2
Unit course is that it does give a reasonable first treatment of them - only just, but theres no more time, and it all just
fits in.
These functions are desperately important if
anyone is going to do anything with mathematics:
2. The exponential function describes anything that increases or dies away in a manner proportional to whats there, like populations, radioactive decay, compound interest, the value of a new car, drugs in the bloodstream, and so forth.
If you put them together, for example as
you
can describe the dying vibrations of a plucked guitar string, or the
oscillations of a Kingswood after it has gone over a bump. In
statistics, the formulae for the normal and Poisson distributions use
and
the limit of the binomial involves
In fact most things in the natural world start off being described by
one or both of these functions.
This is an intensely practical course for anyone who is going to need any reasonable mathematical understanding later on, and my intention is to contrast these remarks with my previous idealistic comments about structure and language and the poetry of things. We do indeed have a great subject to teach.
There is a table below comparing the two special functions. Precisely because they are really the same function, everything matches up quite neatly between them (Table 1).
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Function |
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Special number |
e (just less than 3) |
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Graphs |
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Derivative |
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Differential equation |
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More generally |
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Physical phenomena |
Population growth, radioactive decay, compound interest, (natural growth & decay) |
Springs, tides, sound waves, light waves, price cycles (simple harmonic motion) |
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Associated functions |
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Associated algebraic integral |
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Associated conic |
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First, they are both deeply associated with
special numbers, the exponential function with e, and
sin x and cos x with
.
These are irrational numbers; more than that they are transcendental - not the solution of any polynomial equation - and
they are of course the two most important numbers in calculus.
Although the relationships between them as real numbers are very
obscure, the relationship through complex numbers is very simple,
just
but unfortunately we cant really tell them that, even at 4 Unit
level.
Secondly, the use of these special numbers
allows the derivatives to take a very simple form without any
constant multipliers, and both their graphs consequently have
gradient exactly 1 at the x-intercepts and
y-intercepts. This simple form of the derivative, and the
gradient 1 at the intercepts, is the reason why in calculus, radians
are used to measure angles for the trigonometric functions and the
base e is used for the exponential function.
Thirdly, these functions are common in the natural world, and a mathematician would explain this by saying that they are solutions of the very simplest first and second order differential equations, which cant be solved by purely algebraic functions.
Notice that both these equations in their more
general form involve proportionality, which is a linear relationship,
because
has a derivative proportional to itself, and
has a second derivative proportional to itself. This brings us back
to linear functions and again emphasizes the primacy of
proportionality and of linear functions. Of course the symmetry of
the two differential equations is lost in 2 Unit because simple
harmonic motion is too hard for the course.
Fourthly, their study requires knowledge of various associated functions, the inverse function log x, the various other trig functions, and in 3 Unit, the inverse trig functions. Because the 3 Unit course goes a lot further in the study of these other functions than the 2 Unit course, for some 3 Unit students this can actually cloud the fact that its the exponential function and the wave function that our courses are mostly about. All the other work on logarithms, inverse trigonometry, secant and cosecant, compound angles and so forth is there to support and deepen that study. Let me qualify that immediately by saying that this material goes all over the place if you let it. Even in 4 Unit, all sorts of other things are happening.
Fifthly, these special functions give us
primitives of the purely algebraic functions
,
and
.
These are algebraic functions whose primitives are not algebraic
functions, and we have to pass over to these special functions to
find them. Again the 2 Unit course misses the analogy here because
these integrals and inverse trig functions are too
complicated.

Figure 11
And sixthly, the associated conic. The
trigonometric functions are associated with the circle, and the
logarithmic function is the primitive of the reciprocal function. But
the most dramatic way to see the analogy is this. The number
p is the area of
the unit circle. The number e is the bar you put in here on
the rectangular hyperbola so that the area between the curve and the
asymptote is exactly 1. So we come back to these three special conics
at the very foundation of the 2/3/4 Unit course - the
rectangular hyperbola for
,
the parabola for
and the circle for
.
All three are just different cuts through a single cone. Note how the
rational number 3 is associated with the parabola using these regions
(Figure 11).
Trigonometric functions
Any study of the trigonometric functions should begin with Pythagoras theorem:
![]()
which is as much a theorem about circles as about triangles. Circles and triangles are of course very closely related, as the Years 9&emdash;10 geometry should have made clear.
If you hold r constant, this is the equation of a circle. But you can do more. If r is regarded as a third variable, then Pythagoras theorem is the equation of a cone in 3D space. Slicing this cone by planes in different directions is 4 Unit work. It gives different curves which are all called conics because they can be sliced from a cone:
The sine function predates coordinate axes, and was usually defined as the length of the semichord subtended by an angle of size q at the centre of a unit circle. Then cos q is the length of the altitude from the centre to the chord (Figure 12).
Figure 12
Note that circle geometry with chords and radii is reasonable 2 Unit work because it is just an application of isosceles triangles and congruence. It is angles at the circumference and the cyclic quadrilateral which are 3 Unit work.
Our definition of the trigonometric functions is really identical to the semichord idea, as a comparison of the two diagrams shows. It is best expressed using ratios in a circle of radius r:
![]()
because then it is clear that the sine and cosine are ratios rather than lengths (Figure 13).
This also ties in with the ratio definition of the size of an angle in radians:
![]()
Figure 13
The foundation of the calculus of the
trigonometric functions is the proof that the derivative of
is
. At 3
Unit, everything is carefully prepared for the task, but 2 Unit has
no compound angles, and the fundamental limit
is usually too hard and abstract, which leaves us in a tricky
situation. Nevertheless the mensuration of sectors and segments is
part of the 2 Unit course, as the examiners have made quite clear in
recent years.
Whatever solution you adopt, the really important thing is to differentiate the sine function graphically by having it drawn on graph paper, drawing tangents, measuring their gradients, and plotting these gradients on a new graph. Its obvious from the graph that the derivative of sin x is cos x, but it always surprises me how few HSC pupils seem to have seen this (Figure 14).

Note how having gradient 1 at the origin means
that a right angle needs to be about
times a unit on the
y-axis, and
is about ![]()
Along the same lines, the area of one arch of
is
exactly 2 - this is a characteristic property of the sine
curve. The result can be easily confirmed by counting up the little
squares under the curve, again reinforcing the meaning of
integration.
If the differentiation process is continued, we
get successively
and at the fourth derivative sin x once again. Note how
the phase shifts back a quarter period each time, so that
differentiation of sin x is the same as rotation of
90° (Figure 15).
Figure 15
The second derivative is the opposite of
sin x; that of course is the simple harmonic differential
equation ![]()
This example should demonstrate how important it is that calculus remain a visual, geometrically based subject and not be lost in algebraic calculations. Almost every question should be sketched in some way. I often say to my class that the 2/3/4 Unit courses are picture-book courses, in that the graphs are in the foreground almost all the time.
Ill digress a little to talk about
Question 10 from the 2 Unit 1996 HSC.
(a) (i) On the same set of axes, accurately draw the graphs ofand
for
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(ii) Find the gradient of the tangent
at the origin.
(iii) For what values of m does the equation
have a solution in the domain
(b)
(ii) Use your graphs from part (a) (i) to find an approximate value for a .
(iii) Hence find the size of
POQ,
and also find the radius of the circle.
(c) A and B are two
points 200 metres apart. For what values of
is it possible to find a circular arc AB of length
metres? Justify your answer. You may use the results from parts
(a) and (b).
Its a classic recent HSC question, involving mensuration of arcs, the graph y = sin x drawn in radians, graphical solution, and an unseen investigation of the forms a diagram can take.
1. To draw the graph in Part
(a)(i), you will need to know that the chord joining the origin to
the first turning point T has gradient
which is a bit shallower than
so the line will meet the curve at M to the left of the
turning point (Figure 16).

2. You can see the examiners concern in Part (a)(ii) with the gradient of y = sin x at the origin.
3. In Part (a)(iii), the answer 0 < m < 1 requires an understanding of the relationship between secants and tangents, and some imagination about the pencil of lines through the origin.
4. Part (b) is the typical manoeuvre of the recent HSCs - do the pure mathematics first, then apply it. Here the equation involved cant be solved, and so some approximation approach is needed.
5. The final Part (c) about the range of values of the arc subtending a chord of length 200 metres requires the imagination to see that if 2a is reflex, the arc can be as large as we like.
The exponential function
In 3 Unit, I believe it is best to begin with
the logarithmic function, starting with the problem of integrating
, and
arriving at the result:
![]()
But this is far too ambitious at 2 Unit level, so the usual approach is to look for an exponential function whose derivative is equal to itself. That base must be the special number e.
With more able pupils, one can proceed as follows: Its clear that every exponential function has a derivative that is a multiple of itself:

The limit here is the gradient of
at its y-intercept. It is reasonably clear from the graphs
that
has a gradient less than 1 at the y-intercept, and
has a gradient more than 1 at the y-intercept.
But again, to convince most 2 Unit people, hand
out
on graph paper, draw tangents, measure their gradients, and plot the
result. This time the derived curve is identical to the first (Figure
17). This must be understood as meaning:
Figure 17
Students taking 2 Unit generally seem pretty resistant to absorbing this level of sophistication, even though the idea itself may seem very simple to us.
Intuition about exponential functions is easier
if the base is 2 rather than e. Thats why we have
half-lives of radioactive elements and doubling times of populations.
Its only in the calculus that base e is more convenient.
Remember that
can be written in terms of ![]()
![]()
so in fact the function
covers every exponential function, to whatever base. And beware, the
examiners have shown they are interested in ![]()
Theres an important link here with series. Ive already remarked that an arithmetic series is just a linear function. But every geometric series is really just an exponential function, for example the GP:
6, 12, 24, 48, 96, 192,
is just the values of
for positive integer values of x. For example, depreciation is
a GP when the value is considered at the end of each year, but an
exponential function when the value is considered at any time
t.
Ive remarked on how the rectangular
hyperbola under-lies the exponential function, because
The rectangular hyperbola also arises from area in geometry by taking
a rectangle of constant area and looking at the relationship between
the sides. For example, the diagram (Figure 18) generates the
hyperbola ![]()
Figure 18
Note that Question 8(b) from the 1992 2 Unit paper explored this relationship a little further.
Probability and statistics
The fundamental connection of the elementary
probability of the 2/3/4 Unit course is that
is the number of ways of choosing r objects from n
objects, and is also the coefficients in the expansion of
The 2 Unit course studies neither polynomials nor binomial
probability, so I really cant say much here.
Maybe binomial probability can be added to 2
Unit - its quite straightforward to prove the binomial
theorem without any reference to polynomials, I actually think it
would be clearer this way in 3 Unit, and its absolutely
essential to any understanding of statistics. But in any case, the 2
Unit probability is quite essential preparation for anyone continuing
with mathematics, even in the absence of ![]()
Apart from probability and the binomial
distribution, statistics is hard to fit into our course. The next
mathematical object is the normal distribution, and this is just too
hard at 2 Unit level. The function involved is
which is far too tricky for 2 Unit, and the central limit theorem is
the motivation for the normal distribution, and that is surely over
the top. Otherwise its descriptive statistics, which is not
appropriate for an academic mathematics course, and is better handled
directly in courses that use it. A really tough problem is what you
leave out. As I think Ive shown, the present course achieves a
great deal in its combined geometric-algebraic development of the
calculus through to
and
but it only just makes it, and omissions would bring down the
structure.
Geometry and arithmetic
I have tried to show how each topic in calculus grows out of some geometric concept. To put it very roughly:
The geometric ideas need to be taken seriously because here, as in all of mathematics, ancient and modern, geometric ideas seem to be the key to a really fundamental understanding of the structure of the material and its interrelationships. The Greeks set each of our modern disciplines on its proper foundations. They developed geometry and arithmetic as the two pillars on which their mathematics rested. These two sets of intuitions, one about number and one about shape, should be understood separately as well as being combined.
Trigonometry already begins to draw the two together, but the coordinate plane is the traditional way in which a union of the two is begun. It is the place in which our calculus is done, and calculus draws its intuitions from both. We turn to geometry for the derivative and the integral, and to some extent for the classification of functions. We turn to arithmetic for the equations of functions, for tables of values, for numerical solutions, and for algorithms for handling rational numbers, surds, logarithms and trigonometric expressions. The real numbers we take from geometry - they are the points on a line. Much of the strength of our course lies in the combining of geometric and arithmetic intuition into the graphical work, and it is important that students bring these intuitions into calculus already well developed from earlier days.
The diagram (Figure 19), which is so central to the trigonometry of our course, is a symbol for what Im saying. It represents so much about trigonometry and about our course. At the centre is the Greek circle, existing in its own right, a symbol of the perfection of God. We can imagine Descartes, the great rationalist, bringing in his bag of numbers and tying down the circle at the top, the bottom, the left and the right, so that it is brought under human control. There are many buildings in the Renaissance with precisely this structure at the top and sides of their arches. It certainly is a classic representation of humanism. And yet we know that algebraic geometry later became just as much about using geometry to interpret and understand algebraic ideas as about using algebraic ideas to interpret and understand geometric ideas. The harmony of the two is expressed in 4 Unit in the fundamental theorem of algebra and much later in the definition of the real numbers themselves, but that is all quite beyond 2 Unit.
Figure 19
Conclusion
So I return to my opening remarks, that elegance is an excellent characterization of mathematics, and I have spoken about the two contrasting aspects of elegance - first, structure, an imaginative appreciation of structure and the interrelatedness of ideas, and secondly, language, the careful control of the language and logic by which these structures are enunciated and proven.
The excellence of our 2/3/4 Unit courses, very much including the 2 Unit course alone, is that they allow us to teach these aspects of our subject. The material in the courses has been chosen with a great deal of wisdom in order that we can present a unified and coherent course in which everything relates to everything else, and in which these most satisfying structures of introductory calculus can be developed. As Ive said elsewhere, the present 2/3/4 Unit syllabuses have managed to create a small, self-contained but very lively microcosm to mimic the unified structure of mathematics as a whole, and to give students a genuine experience of the methods and structures of the subject.
Like all coherent courses in mathematics, this unity is simplistic, and I began by showing how even the simplest structures have implications and suggestions that lead far beyond our courses. I think the skill in teaching each of the three courses is to keep the eye on the main structures of the course, emphasizing constantly the many interrelationships and links among the various topics. However, occasionally, and without confusing the class, one can allow certain problems or parts of the theory to suggest further realms of mathematics. Thus our subject does not become closed and complete, but every solved problem has the capacity to throw up further problems and further structures yet to be developed, and occasionally even problems whose solutions are not yet known.
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