---------- Forwarded message ----------
From: Charlie Sharpsteen <ch...@sharpsteen.net>
Date: Wed, Sep 23, 2009 at 8:47 AM
Subject: Re: [R] Fortran vs R
To: Paul Simonin <paul.simo...@uvm.edu>
Cc: r-h...@r-project.or
On Wed, Sep 23, 2009 at 8:13 AM, Paul Simonin <paul.simo...@uvm.edu> wrote:
> Hello R users,
> I have a basic "computer programing" question. I am a student currently
> taking a course that uses Fortran as the main programming language, but the
> instructors are open to students using any language they are familiar with.
> I have used R previously, and am wondering if there is any benefit to my
> learning Fortran, or whether I should stick with R for this class. Any
> advice? Are there clear benefits to using Fortran, or things Fortran can do
> that R cannot?
> Thank you very much for any thoughts!
> Sincerely,
> Paul S.
>
>
Hello Paul,
Like you, I learned Fortran as my first programming language. After a few
years and a few more languages I can say that the answer to this question
depends largely on what you think you may be doing with your programming
skills.
I will shamelessly use myself as an example- I am studying Environmental
Resources Engineering. One of the biggest reasons we are taught Fortran is
because the overwhelming percentage of software that solves problems in our
field of concern is written in Fortran. Most importantly, many models
produced by the US government-- such as the groundwater models maintained by
the USGS-- are written in Fortran.
The language used to write government models is significant because the
soundness of those computer programs is legally defensible in court.
Generally speaking, Fortran is used to write models of physical systems such
as the flow of water (HEC-RAS), movement of contaminants in air (CARMA),
development of tidal currents (ADCIRC) and propagation of ocean waves
(SWAN). This is because Fortran is very matrix-oriented and very fast at
what it does. Many, many toolkits for performing computations in linear
algebra are written in Fortran.
Bottom line on Fortran's area of use: if you think you will be using your
programming skills to implement numerical solutions to things such as
Partial Differential Equations, then Fortran could be a very valuable
investment.
As far as Fortran vs. R is concerned-- the two compliment each other very
well. R is very flexible and can be enhanced with just about any bell or
whistle you could possible want-- but being a scripting language, it can run
into performance issues-- especially during large loops. Fortran is a very,
very, straightforward language because it does not have many "bells and
whistles" to speak of-- it does one thing and one thing best and that is to
crunch absurdly large amounts of numbers as fast as it possibly can.
Fortran also happens to be one of the compiled languages that R is designed
to work with, it is amazing how easy it is to add Fortran routines to an R
package and then load and use them from within R. I usually write my
numerical computations in Fortran, load them as an R package and then:
- Use R to feed Fortran simulations with random numbers drawn from different
distributions (Monte Carlo Analysis).
- Use R to perform statistical analysis on the results of Fortran
simulations.
- Use R to aggregate, format and graph the results of Fortran simulations.
So, the decision on what languages to learn depends very much on what
problems you think will require your programming skills. R and Fortran
compliment each other extremely well-- so learning Fortran may be a wise
investment.
Hope this helps!
-Charlie
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