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Posing Mathematical Questions

Sometimes I find it interesting to think about what kind of maths I could develop out of a given picture. I’m curious to see the kinds of things other people come up with. 

What kind of mathematical questions could you pose using the following four pictures as stimuli: 

 
  
  

   

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Manipulating Constants of Integration

I was recently asked about the integration of \( \frac{1}{3x} \), this had come up in the solution of a differential equation. More specifically the fact that there are multiple ways to integrate this: 

 At first glance these do not appear to be the same, however plotting them suggests that they are part of the same family of solution curves.logs

Indeed a simple manipulation of the constant of integration shows them to be the same functions apart from the addition of a constant.  

 Of course these constants would be fixed by an initial condition, and so both versions of the integration would lead to the same solution of the differential equation.

I have a vague memory of having this confusion myself when I was an A-Level student, but since then I haven’t really thought about this as I always “pull any constants outside of the integral” before integrating.

Thinking about this a bit more, I think that a great question for students would be to ask them to explain why \( [(1/3)\ln (x)]_1^3 = [(1/3)\ln (3x)]_1^3 \). I’m sure many would just evaluate the integrals as shown below, but asking for an explanation could lead to a deep discussion about the nature of the logarithm function. 

 

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Edexcel November 2015 GCSE Paper

My Year 11 students have recently sat the Edexcel November 2015 papers as mocks and it was (as ever) interesting to mark these papers and see where they succeeded and where they fell down.

For feedback I have written some questions that are similar to a few questions from these papers, such as the one shown below:Screenshot 2016-04-01 23.31.12

Incase they are useful to anyone the questions corresponding to Paper 1 are here, along with corresponding solutions. The solutions are very rough and ready – please forgive me.

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Graphics Changes in MATLAB

I am a bit late to the party here and despite having fairly recently updated to MATLAB R2016a I have only just noticed that graphics have changed in MATLAB (apparently this happened in release R2014b)!

Among other things the default colour order when plotting multiple functions has changed as has the colormap used in surf. But more excitingly it is now easier to modify things such as axis properties.

For example to produce the graph shown below (and featured in my previous post)singraph

You only need the following few lines of code

Screenshot 2016-04-01 23.10.59

Of course it always has been relatively easy to produce plots in MATLAB, the big change is that once I have access to the graphics object i can now use ‘dot’ notation to set properties, much like you would with a structure, or in a general object-oriented programming language. This looks so much cleaner than using the old style set syntaxScreenshot 2016-04-01 23.16.13

You can also now easily rotate the tick labels, for example you can modify the above plot to Screenshot 2016-04-01 23.16.47

using the following simple command

Screenshot 2016-04-01 23.18.48

I like these modifications and this has reminded me that I really should stay more up to date with the improvements that each new MATLAB release brings.

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Non-linearity of Sine

While at a meeting yesterday the following question came up due to a student “Why isn’t \(\mathrm{sin}(a+b) = \mathrm{sin}(a) + \mathrm{sin}(b) \sin\)“. My immediate response would be to say “because \(\sin(x)\) isn’t a linear function”, but this isn’t a terribly satisfactory response since the likelihood is that the student doesn’t have a deep understanding of the difference between linear and non-linear functions.

On reflection I think the best explanation is to ask the student to sketch the graph of \(\sin(x)\) and ask them to consider \(\sin(a+b)\) using the graph. singraph

It should become clear from the graph that \(\mathrm{sin}(a+b) \) can only be equal to \(\mathrm{sin}(a) + \mathrm{sin}(b)\) when either one of \(a\) or \(b\) is \(360^\circ\) (in fact any multiplicity of the periodicity of \(\sin(x)\).

Another approach could be to ask them to consider a sequence of non-linear functions such as \(f(x)=x^2, f(x) = x^3+3,  f(x) = 2^x+6\) and ask them to compute \(f(a),f(b),f(a+b)\). This I hope would get rid of the expectation that f(a+b) = f(a)+f(b). The geometric proofs of the true formulae for \(\sin(a+b)\) could be a nice way to close the discussion.

I wonder if this is a consequence of an over-reliance on linear functions for examples of substitution etc in lower school.

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Thoughts on the A-Level Reforms

As usual Jo Morgan (@mathsjem) has beaten me to it with a great post setting out some of her thoughts concerning the A-Level reforms for Mathematics.

Here are some of my thoughts in a less ordered structure than Jo’s.

  • Teaching Structure and Specialisms Jo has outlined a good structure for teaching the content for the standard A-Level that allows people to teach according to their current specialisms. In theory, this would enable a smoother transition to the new A-Level, however, my concern is that this approach risks diluting the idea that maths is an interconnected subject (something that I think is an issue at the moment). To me, an ideal structure would blend the applied content in with the pure content, for example vectors could be introduced in conjunction with mechanics. I appreciate that this could cause issues with staffing though.
  • Teacher CPD There will be a high demand for CPD for current A-Level teachers, and I think this will be especially true for teachers of Further Maths. I am sure the FMSP and MEI will have various things on offer, but due to the scope of the changes and the difficulties of releasing staff for cover I think much CPD will have to be delivered in school, maybe through events led by your local MathsHub.
  • Student Calibre In her post Jo highlighted a concern about students not being able to “drop” the subject after an AS year. This is a very real concern for me! To some extent this may be mitigated by the increased demands of the new GCSE, but currently you can get an A at GCSE and not succeed at A-Level. We perhaps need to come up with more rigorous entry criteria (especially for Further Maths) and monitor students closely in the first few weeks of Year 12. Of course, this may affect student numbers which moves me on to my next thought.
  • Student Numbers Recently the numbers for A-Level Mathematics and A-Level Further Mathematics have risen (the work of the FMSP has been instrumental in this in my opinion), the A-Level reforms present a very real threat to this trend. Mathematics is already seen as a “hard” and “demanding” A-Level, and with the removal of many of the topics and modules that are perceived to be easier this perception will probably increase. The changes to the funding formula are likely to make students taking 4 A-Levels seem less attractive to Sixth Forms and Colleges (financially they don’t gain much from it) and this is bound to impact the numbers for Further Mathematics.
  • Decision Maths As the 100 prescribed content for A-Level includes only Pure, Statistics and Mechanics those A-Level teachers who currently only teach D1 and D2 will either have to up-skill or stop teaching A-Level. There is some scope for decision maths to be included in Further Mathematics specifications, but it is quite clear that the current content of D1 and D2 is not valued by higher education, so I suspect that if any of this content makes it on to specifications it will be mainly stuff that is currently examined in the second Decision module at A-Level. There is some scope for Decision maths teachers to move over and teach Core Mathematics instead as there is some decision content in the optional papers.
  • What will MEI do? At the moment MEI offer a radically different (and more innovative) offer for A-Level and A-Level Further Mathematics, with modules such as “Numerical Methods” and their “Further Pure with Technology”. I am looking forward to seeing their approach to the reforms.
  • Text Books I suspect that many schools will spend a significant mount of money changing the textbooks they use to match their choice of new specification. I’m not keen on many of the current textbooks, so it will be interesting to see what publishers come up with, or whether they just re-jig their current offering. To me this seems an ideal time for an exam board neutral text book thought from the ground up to be a guide to advanced level maths as opposed to a “test performance” factory. Once specifications and SAMs are released I am hoping to put together something along these lines that anyone is welcome to use, though whether I will have time to produce a full textbook remains to be seen. I also like the possibility of a digital textbook including virtual manipulatives, demonstrations and videos (for example of concepts in mechanics) but this would be a massive undertaking!
  • Problem Solving Seeing how exam boards approach the requirement for more problem solving in assessment is perhaps the most interesting thing about the A-Level reforms. To have a genuine problem solving question in an exam I think will be hard to achieve (and if they manage it possibly not a “fair” examination question) and will make the marking significantly more involved. The use of comparative judgement technology could perhaps be used to mark this style of questions. Basically I am very curious about this.
  • Large Data Sets The meaning of this still hasn’t really been clarified by Ofqual. Will we have some kind of pre-release? Will students need access to statistics packages for examinations? There is a lot of uncertainty over this.
  • Readiness to Teach It seems unlikely that exam boards will all get accredited with their first submission to Ofqual and so there is the possibility that accredited specifications may not be out until the beginning of 2017. This doesn’t leave much time for schools to make decisions about which to go with.
  • Performance Measures With the proportion of A-Level students continuing with maths becoming a performance measure will we be pressured to accept more students on to A-Level course regardless of ability? Will many schools implement a compulsory AS Maths or Core Maths decision?

I will add to my above thoughts if an when I think of other things to say.

I am looking forward to discussing the A-Level reforms with the other attendees of Stuart’s (@sxpmaths) “Maths in the Sticks” event next month. Preparing for the reforms will also be key content at the “East Midlands KS5 Mathematics Conference 2016” that I am co-organising. Thank you for mentioning this Jo, I hope many people can spare the day to attend during the summer break!

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Approximating the Binomial Distribution

As part of the Edexcel S2 course students study the Poisson distribution (which I have written about in two posts here and here before) and also it’s application as an approximation to the Binomial distribution.

I find that people, most definitely including myself, don’t have an intuitive understanding of how good this approximation is and so I have made a small GeoGebra applet that allows you to explore this for varying values of \(n\) and \(p\). I have embedded it in a webpage on my website and there is a screen shot below.Screenshot 2016-03-27 22.37.42

I’ve found this applet also useful for just exploring the shape of the distributions as you can get a real “feel” for the effect of the probability parameter \(p\).

If you would like to, you can also download the original GeoGebra file.

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From Fibonacci to da Vinci – an IMA Talk

On Wednesday last week there was an IMA East Midlands Branch talk at Derby University. This talk was organised in conjunction with the British Society for the History of Mathematics (BSHM) and was delivered by Fenny Smith. Fenny has delivered lectures for Gresham College and is an expert in Italian Renaissance algebra. This talk was full of little bits of fascinating information and in this post I hope to share some of them.

It was fascinating to see the accounts from a florentine company’s French branch. 

  To us – used to Arabic numerals – it was hard to see where the numbers in the accounts were as they were written in Roman numerals. I wasn’t aware of the use of the numeral J to mean the same as I but to also denote the end of a number.  Fenny explained that one advantage of our modern number system is the fact that you can check your work, or indeed the work of someone else. If you were using an abacus, the only way you could check your work is to re-do the calculation. This in part explains the adoption of our modern number system.

What we now know as Arabic numerals were developed India, and by the 7th Century were being used by astronomers and mathematicians. They arrived in Baghdad in the late 8th century when Hindu scholars brought their astronomical tables with them.In Baghdad Caliph al-Mansur had a centre of learning, and he didn’t really care where you came from if you had something to contribute you were welcome. We owe a lot of our knowledge of Greek Maths, Philosophy and astronomy to al-Mansur who translated and preserved many Greek works. 

Following this the Hindu-Arabic Numerals travelled westwards through the Arabic world towards North Africa and Spain. 

 In 976 two monks wrote a large manuscript called the Codex Vigilanus and in this they wrote about the new 9 Indo-Arabic numbers. At this point they were seen as curiosities as opposed to something of practical use.
In around 1200 Carmen de Algorismo by Alexander de Villedieu, a popular copy of Dixit Algorizmi (one of the books by Muhammad bin MĆ«sā al-KhwārizmÄ«, who is often credited with the introduction of Algebra), was published introducing the Arabic numbers to the French. This book was written  written in Latin, in rhyming couplets!! This seems pretty impressive to me.

At first there was much resistance and suspicion concerning the new numerals. Fenny explained the suspicion that people had of the concept of zero is to do with our Christian faith where God was said to have created everything, so how could he have created nothing? Conversely in Hinduism nothing is seen as a kind of “nirvana” and so there was no issue with the idea of zero as a placeholder.

 The famous engraving Melencolia I by Albrecht DĂŒrer made an appearance during the talk as a demonstration of the development of the numerals too which was interesting.  

  

Another interesting piece of information from this talk is that Gelosia multiplication was so named because he grid structure resembled Venetian window shutters.

It was also interesting to be reminded of Egyptian fractions, which were all unit fractions. An advantage of this representation of fractions that had passed me by, is that it is very easy to compare fractions and decide which is bigger. For example, \(\frac{4}{5} = \frac{1}{2} + \frac{1}{4} + \frac{1}{20}\) and \(\frac{3}{4} = \frac{1}{2} + \frac{1}{4}\) and so it is immediately obvious that \(\frac{4}{5}\) is the larger fraction.

I found learning about the Commercial Revolution was very interesting – a lot of the banking concepts we take for granted now had their origins during this period of time. If you even get a chance to go to a similar talk by Fenny I would encourage you to do so.
I have a recording of the talk, but I have been asked to not share it widely so you will need a password to view the video.

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Poisson and a PGCE Student

I am really enjoying having a great PGCE student (@MrPullenMaths) in some of my Year 12 Further Maths lessons. (He isn’t massively active on Twitter at the moment so please follow him and welcome him!) He has recently been teaching the Poisson distribution and on Monday this week discussed using the Poisson distribution as an approximation to the binomial distribution. He knows that I like to delve a bit further (and maybe more rigorously) into the maths with my classes and so he looked at the proof of the validity of this approximation. I would probably have avoided this as it is quite technical, however it went really well and I was particularly impressed as this wasn’t in his lesson plan and he ad-libbed the proof. He asked for assistance a couple of times, but I actually think this improved the presentation as it became more of a discussion with everyone in the room than just a “work through of the proof”. A shot of the board is shown below: 

 In future I think there are a couple of aspects that can be improved, just by tweaking the layout to emphasise a few points:  

 This lesson made me realise that even though I have very high expectations of my students I am sometimes guilty of limiting the mathematics I expose them too. 

Finally, give @MrPullenMaths a follow on Twitter and encourage him to be more active.

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Hypothesis Tests and Edexcel

Recently I have been covering hypothesis tests with both my Year 12 and Year 13 further maths groups and I noticed differing wordings in exam mark schemes (Edexcel S2).

I’ve always taught that you cannot say “we accept \(H_0\)” as you can’t prove that \(H_0\) is correct, and that you should say something like “There is insufficient evidence to reject \(H_0\)“. However, as the example below from January 2013 shows they seem to be happy with you saying “accept \(H_0\)“:

January 2013

Screenshot 2016-03-12 20.02.02Screenshot 2016-03-12 20.02.20

But strangely they don’t always use this language:

May 2011

Screenshot 2016-03-12 19.48.14

Screenshot 2016-03-12 19.52.57

I’m interested – how do you teach it?