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Asked by Matt J
on 2 Jun 2013

I don't think the pipe symbol '|' is being used for anything in MATLAB syntax. Would it be a good idea to use it to make a family of BSXFUN operators? For example, instead of

C=bsxfun(@times,A,B) C=bsxfun(@plus,A,B)

you could do things like

C=A|*B; C=A|+B;

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Answer by Walter Roberson
on 2 Jun 2013

Edited by Walter Roberson
on 2 Jun 2013

Pipe is "or"

Unused symbols are: back-quote (`), octothorp (#), dollar-sign ($), and question-mark (?). Oh yes, and double-quote (")

Answer by Jan Simon
on 2 Jun 2013

Instead of introducing new operators and limit the backward compatibility, you can implement a new class easily, which uses BSXFUN implicitly for the standard operators. See FEX: int64 class as an example. Here the standard arithmetic is implemented for INT64, which was missing in older Matlab versions. The same can be done for DOUBLE or better for a new derived data type to avoid confusions.

James Tursa
on 2 Jun 2013

Similar to Jan's suggestion would be to have TMW simply redefine the element-wise operators (.* , ./ , etc) to do bsxfun operations automatically. This would be backwards compatible with existing code (unless code somehow depended on getting an error condition for a mismatch in dimensions).

Matt J
on 2 Jun 2013

I'm not seeing the backward compatibility issue. Since these operators would be new, there's no reason old code pre-dating these operators would have a problem running. I'm not suggesting they take BSXFUN away, just open new syntaxes for calling it.

The approach of using new classes is one I've tried, see for example,

It's not a graceful solution, though, because you have to overload all stock Matlab functions for them, SORT, SIN, COS, TRIU,... Subclassing built-in classes doesn't help. The output of many builtin MATLAB functions (e.g., TRIU, TRIL) silently convert subclass input back to doubles and it's painful to keep track of this.

Answer by Knut
on 2 Jun 2013

Edited by Knut
on 2 Jun 2013

I occasionally use the kron() function, and I probably should use bsxfun() more. What I seem to be banging my head up against: I saw the light with MATLAB when I grasped the beauty and compactness of regular 2-d oriented array/vectorization. The fact that it tended to make my MATLAB scripts faster did not hurt either.

Recently, I am feeling constrained: for the kind of stuff that I am doing, MATLAB vectorization can only take me so far. I believe that what I am longing for is tensor math. Is this a direction that TMW will/should head for, or is it too exotic/hard to make fast libraries/something else?

I'd like to write:

a = ones(2,4,3); g = cat(3,1,2,3);

%1. short-hand for: %for t = 1:3, % R1(:,:,t)=a(:,:,t)*g(t); %end R1 = a.*g; R1(:,:,1) =

1 1 1 1 1 1 1 1

R1(:,:,2) =

2 2 2 2 2 2 2 2

R1(:,:,3) =

3 3 3 3 3 3 3 3

%2. short-hand for: %R2 = zeros(2,4); %for t = 1:3, % R2=R2+a(:,:,t)*g(t); %end R2 = a*g; R2 =

6 6 6 6 6 6 6 6

Matt J
on 2 Jun 2013

Hi Knut. Yes, I take your point. However, you know, I hope, that your first example is vectorizable via BSXFUN

R1=bsxfun(@times,a,g)

even though, as I've been saying, it would be nice to have a shorter syntax for this.

The second example can be done with KRON, which I guess is what you've been doing. Note that the KronProd class can be a more efficient alternative to kron(), and somewhat approximates the shorter syntax you desire:

>> g=KronProd({1,1,[1,2,3]},[1,2,3],size(a)); >> g*a

ans =

6 6 6 6 6 6 6 6

This is an approach more along the lines of what Jan and James were recommending, using a class capable of tensor operations. I certainly agree that it could be handy to have a built-in operator syntax for this, though.

## 4 Comments

## Matt J (view profile)

Direct link to this comment:http://www.mathworks.com/matlabcentral/answers/77713#comment_152394

Okay, I forgot that | is logical OR, as Walter pointed out. But surely some other symbol could be found, $,#,^. I'm starting to find BSXFUN syntax tiresome, considering the prevalent need for it.

## Walter Roberson (view profile)

Direct link to this comment:http://www.mathworks.com/matlabcentral/answers/77713#comment_152395

^ is used for exponentiation.

## Matt J (view profile)

Direct link to this comment:http://www.mathworks.com/matlabcentral/answers/77713#comment_152399

$ and # are still good though, right? And what about my larger point that it would be good to have an abbreviated BSXFUN operator? I know Bruno has a FEX contribution to help abbreviate this

http://www.mathworks.com/matlabcentral/fileexchange/23821-bsxops

but I'm not entirely comfortable with the idea of changing syntax interpration rules mid-code.

## Walter Roberson (view profile)

Direct link to this comment:http://www.mathworks.com/matlabcentral/answers/77713#comment_152496

APL referred to this as "Generalized Outer Product", and relates it closely to APL's "Generalized Inner Product".

APL's outer product syntax is

where o is (in APL character set) a raised small circle, and OPERATOR is a dyadic (binary) operator.

APL's inner product syntax is

where OPERATOR2 is a dyadic (binary) operator, and OPERATOR1 is a "reduction operator" (that is, reduces an array by one dimension, such as by summing along rows.) +.x (raised multiplication) is APL's matrix multiplication: form the outer product and then sum along a dimension.

It would be nice if MATLAB too applied some systematism to the way that it used operators. For example, MATLAB could start by defining "." as prefix that could be applied to any binary operator, so that instead of .^ and .* and ./ being separate operators specially parsed, that instead they became part of a general rule -- that dot could be followed by a function name or an operator (whose formal name was substituted), or perhaps even an anonymous function, to form a new binary operator.

To be consistent with existing MATLAB usage, the formal name of the new binary operator would be formed from the name of the existing operator but with the leading character dropped (mtimes -> times, mpower -> power, mrdivide -> rdivide). My instinct is that that would not be the best practice going forward. I have not yet come up with a good solution that applies to objects as well.

Oh dang, we already have THIS.THAT syntax in place, don't we? THIS being an object and THAT being either a method or property. Sigh, so much for using . as the generalized extension signaler. Maybe # then.. hmmm, that's used for pragmas such as %#function and %#eml but perhaps there is no real syntactical overlap there... unless of course we can define "%" as being an operator :)

"#" is used as the comment introducer in numerous shells, and some other languages.

I thought I remembered encountering "$" in the first column as indicating comments in FORTRAN, but if I did then it must have been non-standard (WATFOR maybe). "c" and "C" and "*" and "!" (Fortran 90) are what it uses. Ummm, maybe my mind has wandered back to JCL again :-(