Tag Archives: Calculations

General

Speed...

I'd never really given speed a lot of thought when coding my Mathematica notebooks, but after recently attending a seminar I think it's something I need to spend some time thinking about.  My sheets are normally fairly trivial in comparison to some of the large banking house notebooks that run, but what I was interested to hear was that some of the sheets being run take over 6 hours from the other delegates.  That's a long time to wait to see if your numbers are rubbish.

Also what was interesting was that the presenter spends a lot of his time making other people's code work faster, essentially that's the core of his consultancy business.  Some speed improvements were up to 912% faster.

So a 6 hour sheets would potentially run in less than 30 seconds.  Which is a hell of a lot faster and lets you run various scenarios in a day rather than one a day.

One simple thing that I took away from all of this is if I'm only interested in numerical results rather than symbolic, then I need to think carefully about the level of precision I require.

For example using the /AbsoluteTiming flag you can do a simple test to see the difference that the level of precision makes.  By simply adding a decimal point to the number 2 it will convert to machine level precision.

Gives a timing of 0.283438 seconds on my machine.  Simply adding a decimal place to the number 2 gives a significant speed jump.

Gives a timing of 0.000293 seconds, which is a massive shift in computation time.

Something to consider.

General

Geometry...

I've posted a few times that I feel my mathematics skills have slowly atrophied having been out in industry and that this I feel will be my achilles heel when it comes through to my research.  One of the areas that I've been investigating is the relationship between cable-chain structures and their behaviour.
Screen Shot 2012-06-03 at 16.40.54
Depending on how many segments you divide the arc into will determine the geometry and efficiency of the cable-chain arch, now if it's a semi-circle that's not too hard to calculate the geometry using simple triangles.  In degrees the internal angle of each triangle will be given by the following formula, where nseg is the number of segments you're dividing the arc by:-

Internal{\rm{{ \,\,}}}Angle = \frac{{180}}{{{n_{seg}}}}

This then can allow you to calculate the length of the segment along the arc as set out below using the Cosine rule which I haven't used for probably about 20 years, this though is only half the problem as you still have to determine the length of the cables.
Screen Shot 2012-06-03 at 18.42.40

Length = \sqrt {2{R^2} - 2{R^2}Cos\theta }

Length = \sqrt {2{R^2} - 2{R^2}Cos\left( {\frac{{180}}{{{n_{seg}}}}} \right)}

Next to determine the length of the cable, you will need to combine two of the triangles previously calculated and which gives double the internal angle and repeat the process for the cable that is shown highlighted in red below.
Screen Shot 2012-06-03 at 18.42.56

Length = \sqrt {2{R^2} - 2{R^2}Cos\left( {2\theta } \right)}

Length = \sqrt {2{R^2} - 2{R^2}Cos\left[ {2\left( {\frac{{180}}{{{n_{seg}}}}} \right)} \right]}

This all seems fine and well for simple circles, but how would you know that a semi-circle gives the most efficient arrangement for a cable-chain?  What about if it's a parabola?  Well fortunately for the mathematically out of practice determining the equation for a parabolic curve is pretty easy for us Mathematica users...  Let's say I know I have a draped cable that spans 4100m horizontally between supports and has a 500m drape at the middle.  We can define three points on this cable easy enough as can be seen below:

Screen Shot 2012-06-03 at 19.22.03
This is where Mathematica starts to flex its muscles for me and why I feel I get good value from the student version that I've purchased.  I don't know what the Mathematica code for determining a line through the points is, but if I press the = key twice I get access to the Wolfram Alpha Servers and try and describe using every day English what it is that I'm trying to do...  Following a blog post from Mathematica on determining arc lengths using calculus I tried the following term which doesn't use any mathematical code at all, simply describes what it is that I'm trying to do:-

Parabola through the points (0,500), (2050,0), (4100,500)

Which gives the me the following output, which is pretty helpful to the maths novice who is trying to explore and understand the relationship between the data, the expression, and the graph...

Screen Shot 2012-06-03 at 19.29.49

Which makes my life a lot easier as I can start to tinker with geometry very quickly now using this approach.  One of the cool things about working this way is that you can then start to dissect the code and determine what the correct format should be when creating Mathematica sheets and it makes learning Mathematica much much easier than say MatLab or Maple.

Whilst creating code like this would not be difficult for someone with a little rudimentary programming experience, it isn't that intuitive for a newb like myself, but now I can start to adapt this syntax to suit what I need...  The next step is to try and work out how to subdivide this into nseg number of equal length links... but that's a job for another day.  Maybe I'll need to start using polar geometry to make my life easier? Who knows... but at least I'm not being held to ransom by my elderly fuzzled brain anymore and I can explore and play with the maths rather than being pummelled by them.

I'd love to hear from other Mathematica users, especially to hear what their experiences are and particularly to hear if I'm missing a trick as I'm going through and learning the syntax...