How Do I Prevent MATLAB from Dropping the “complex” Attribute of an Array?

问题

The following MATLAB code snippet, which creates two arrays of complex numbers,

x = complex(1:2,0:1);
y = complex(zeros(1,2),0);
whos x y

prints

  Name      Size            Bytes  Class     Attributes

  x         1x2                32  double    complex   
  y         1x2                32  double    complex

as expected. However, after these two additional statements,

y(1) = x(1);
whos x y

the following gets printed:

  Name      Size            Bytes  Class     Attributes

  x         1x2                32  double    complex   
  y         1x2                16  double

How can one prevent the complex attribute from being dropped?

For the record, Octave does the same.

In practice, x is a function argument whose first entry happens to have a zero imaginary part, and y is the return value that is being preallocated.

回答1:

If you want to make sure that the complex data type is maintained, explicitly cast the number to complex. Therefore:

y(1) = complex(x(1));

Because x(1) only has a real component, MATLAB automatically converts this to real in order to save space. As you can see, it would be more efficient to simply store the real component if the complex number is purely real as it's 8 bytes a number in comparison to complex where it's 16 bytes a number - 8 for the real component and 8 for the imaginary component.

Also in your code,y would technically be all real as there are no imaginary components. If y had at least one value that was complex valued, y would still be maintained as complex. Take a look at this code:

x = complex(1:2,0:1);
y = complex(zeros(1,2), [3 5]);
whos x y

Name      Size            Bytes  Class     Attributes

  x         1x2                32  double    complex   
  y         1x2                32  double    complex 

Now, let's try that assignment and examining the classes of x and y:

y(1) = x(1);
whos x y

Name      Size            Bytes  Class     Attributes

x         1x2                32  double    complex   
y         1x2                32  double    complex 

---

Also, as a sidenote, you shouldn't be concerned with x being converted to purely real. As soon as you place at least one complex valued number into this array, x automatically gets promoted to complex. Try, for example:

x = 1:5;
whos x

Name      Size            Bytes  Class     Attributes

x         1x5                40  double  

Now using the same x array, try:

x(3) = 1 + 4i;
whos x

Name      Size            Bytes  Class     Attributes

x         1x5                80  double    complex 

---

Edit

Going with your comments, what you can do to make sure that the array will stay complex would be to add an infinitesimal number to the imaginary part of x(1). A number small enough so that numerical differences are virtually zero, but enough to respect that y is still a complex valued array. As such:

x = complex(1:2,0:1);
y = complex(zeros(1,2),0);
y(1) = x(1) + i*eps;
who x y

Name      Size            Bytes  Class     Attributes

x         1x2                32  double    complex   
y         1x2                32  double    complex  

eps stands for machine epsilon. If you display y and show more significant digits, this is what we see:

format long
y

y =

  1.000000000000000 + 0.000000000000000i  0.000000000000000 + 0.000000000000000i

Try that and see if that works for you.

回答2:

I think I found what I was looking for in this answer. In sum, an array of complex numbers has two memory blocks for the data: one to store the real parts and one to store the imaginary parts. The best course of action should be to initialize y to an array of doubles of the right size and let MATLAB add the second memory block on demand. The number of memory allocations is at most two, and there seems to be no way to reduce it.

来源：https://stackoverflow.com/questions/27327951/how-do-i-prevent-matlab-from-dropping-the-complex-attribute-of-an-array