MuPAD comes with a very full-featured programming language. So much so, that I would say that this is one of MuPAD's greatest strengths. In contradistinction to other CASs, MuPAD allows:
object oriented programming
It would take far more than an introductory exposition such as this to even scratch the surface of MuPAD's programming power, so we shall just look at a few simple examples. For more involved examples, try the expose command, or look at some of the files in your $MuPAD/share/examples directory.
For procedural programming, MuPAD offers all the standard programming requirements: loops of various sorts, branching, and recursion. Here, for example, is a simple procedure designed to implement Hofstadter's chaotic function, with line numbers as shown:
1 q:=proc(n) option remember; 2 begin 3 if n<=2 then 4 1 5 else 6 q(n-q(n-1))+q(n-q(n-2)) 7 end_if; 8 end_proc;
Suppose we create a small file called Hofstadter.mu containing these lines, and we read it into MuPAD with
>> read("Hofstadter.mu");This will make the function q(n) available to us. We can then list the first 20 values:
>> q(i)$i=1..20; 1, 1, 2, 3, 3, 4, 5, 5, 6, 6, 6, 8, 8, 8, 10, 9, 10, 11, 11, 12Or we can graph the first ten thousand values:
>> plot2d([Mode = List,[point(u,q(u)) $ u=1..10000]]);A few points about this simple procedure: the option remember in line 1 means that values generated by the function are automatically stored where they can be retrieved if needed. With all the nested recursion, evaluating function values without using previous values would be hideously slow. The syntax is pretty standard, and is very similar to that of Maple.
We can define simple functions very readily by using an “arrow” definition:
Curiously, I can't find any reference to this in the manual.
For a slightly more involved example, suppose we try to write a program to generate truth tables. That is, so that something like
>> tt(p and q);
p, q, p and q T, T, T T, F, F F, T, F F, F, FTo make things easy for ourselves, we shall include the variables of the boolean expression in the function call, so as to save the bother of parsing the expression to obtain its variables. And here is such a program:
1 tt:=proc() 2 local i,j,n,l,ft,f,r,rf; 3 begin 4 if args(0) <= 1 then error("Must include all variables"); 5 end_if; 6 7 ft:=[FALSE,TRUE]; 8 n:=args(0)-1; 9 print(Unquoted,args(j)$j=2..args(0),expr2text(args(1))); 10 11 for j from 2^n-1 downto 0 do 12 f:=args(1); 13 14 for i from 1 to n do 15 l[i]:=floor(j/(2^(n-i))) mod 2; 16 end_for; 17 18 for i from 1 to n do 19 f:=subs(f,args(i+1)=ft[l[i]+1]); 20 end_for; 21 22 for i from 1 to n do 23 r[i]:=_if(l[i]=0,"F","T"); 24 end_for; 25 26 rf:=_if(simplify(f,logic),"T","F"); 27 28 print(Unquoted,r[i]$hold(i)=1..n,rf); 29 end_for; 30 end_proc:Some points here: the value args(0) in lines 4 and 8 gives the number of arguments; the expr2text function in line 9 simply returns a string version of a given expression; the error statement in line 4 immediately exits the procedure; the _if command (lines 23 and 26) is a functional form of the standard if statement. The rest of the program simply lists all possible truth values for the variables (this is done in lines 14 to 20), and prints them out, along with the value obtained when those truth values are substituted into the function.
This program may be considered as skeletal only; for example, it does no type checking.
There are several ways of obtaining information about MuPAD: through the extensive on-line help facility, or from published articles.
A few MuPAD books are currently available, but I haven't seen one. The on-line documentation is excellent. It exists in two forms: plain ASCII (for use with MuPAD in terminal mode); and dvi with hyperlinks, when using MuPAD under X.
For ASCII, the help commands are obtained with a question mark:
will provide a few screens of information about <command>. Notice that this is the only MuPAD command which doesn't require a terminating colon or semicolon. The amount of documentation varies; but usually includes a basic description, some examples, and a list of related commands. Some help files are very large indeed; others very small. For example
>> ?stats::medianis short; it basically just tells you that this command returns the median of a list of values. However
>> ?Dom::Matrixis very long, with a detailed discussion about creation of matrices, and operations defined for matrices.
Information about a MuPAD library can be obtained with the info command; for example
provides a list of all commands in the numlib library. You can also use
>> ?numlibto obtain a brief description of all of numlib's commands.
You can see the MuPAD programs which define a function with the use of expose. Again, programs vary greatly in length. For example
returns a short function defined by a six-line program, but
>> expose(D)returns a 164-line program. You can also use op to obtain information; again the amount given varies;
>> op(Dom::Matrix);returns all 1482 lines of the MuPAD program defining matrices.
The documentation for xmupad is provided in the form of a dvi file of the manual, with lots of hyperlinks. The manual can actually be read independently of MuPAD with the hypage command. As with the commands for starting MuPAD, this is a call to a shell script. However, hypage is started automatically with xmupad.
All the relevant documentation is provided in the form of hyTeX dvi files; that is, dvi files with embedded hyperlinks. If you are used to TeX and dvi viewers, this approach will seem very sensible: the mathematics is superbly typeset, as you'd expect, and there are plenty of included graphics. It may seem a bit odd at first to use a book (with all the trimmings: table of contents, chapters, an index) as the paradigm for on-line documentation, but in fact it works very well. And after all, everybody is familiar with the structure of a book, so there is no need to learn the particular exigencies and peculiarities of some new and strange help system.
The amount of information is superb. As well as discussions on all commands and functions, there are extensive chapters on graphics, programming, and debugging, as well as two excellent demos. Moreover, as well as the manual, there are hytex dvi files covering all the MuPAD libraries, as well a handy quick reference.
Once xmupad and hypage are up and running, the help command
will open up the manual at the relevant page. Once inside the manual, you can use the hyperlinks to travel through other similar commands. I find hypage very easy to use. If you have installed MuPAD, you should find this entire article redundant, as everything in it is covered in far greater depth in the manual.
A screen shot of hypage is shown in Figure 4.
However, I have a few niggles with hypage. The main one is that there is no way of changing the font size or page layout. If you reduce the size of the hypage window, for example, the text is not reformatted to fit the available window size, and so you have to use inconvenient scroll bars to view the text. This makes hypage nearly unworkable on a 640x480 VGA screen (such as on my laptop). Moreover, all the text is in the same colour (hyperlinks are given by underlines), which I find a bit dull. There also doesn't seem to be much in the way of keystroke movements. I found three (they aren't listed in the manual): p for previous page; f for forward, and r for return (to the linking page).
On the other hand, with a higher resolution screen, hypage is a delight to use.
Fast/Flexible Linux OS Recovery
On Demand Now
In this live one-hour webinar, learn how to enhance your existing backup strategies for complete disaster recovery preparedness using Storix System Backup Administrator (SBAdmin), a highly flexible full-system recovery solution for UNIX and Linux systems.
Join Linux Journal's Shawn Powers and David Huffman, President/CEO, Storix, Inc.
Free to Linux Journal readers.Register Now!
- Download "Linux Management with Red Hat Satellite: Measuring Business Impact and ROI"
- ServersCheck's Thermal Imaging Camera Sensor
- The Italian Army Switches to LibreOffice
- Linux Mint 18
- Petros Koutoupis' RapidDisk
- Oracle vs. Google: Round 2
- The FBI and the Mozilla Foundation Lock Horns over Known Security Hole
- Privacy and the New Math
- Ben Rady's Serverless Single Page Apps (The Pragmatic Programmers)
Until recently, IBM’s Power Platform was looked upon as being the system that hosted IBM’s flavor of UNIX and proprietary operating system called IBM i. These servers often are found in medium-size businesses running ERP, CRM and financials for on-premise customers. By enabling the Power platform to run the Linux OS, IBM now has positioned Power to be the platform of choice for those already running Linux that are facing scalability issues, especially customers looking at analytics, big data or cloud computing.
￼Running Linux on IBM’s Power hardware offers some obvious benefits, including improved processing speed and memory bandwidth, inherent security, and simpler deployment and management. But if you look beyond the impressive architecture, you’ll also find an open ecosystem that has given rise to a strong, innovative community, as well as an inventory of system and network management applications that really help leverage the benefits offered by running Linux on Power.Get the Guide