speed up for loop

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Sana Tayyeb
Sana Tayyeb 2015-3-21
编辑: Stephen23 2015-3-26
My code comprises of for loop which has up to 100 and sometimes 1000 increments and processing takes a long time. Is there a way to speed up this code? Please guide me
  5 个评论
Sana Tayyeb
Sana Tayyeb 2015-3-22
yes i meant iterations. Sorry for my mistake. see my code it reads from a file and download files using perl script and saves those files in an other file.
Image Analyst
Image Analyst 2015-3-22
And did you use profiler like Stephen suggested or click the "Run and time" button? If not, why not?

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回答(1 个)

Stephen23
Stephen23 2015-3-21
编辑:Stephen23 2015-3-21
Although you have not given any details at all of your code, there are several ways you can speed up your code:
  • use vectorized code rather than loops.
  • preallocate arrays before loops.
  • use logical indexing rather than subscripts.
  • do not change a variable's data class.
  • use tic and toc to time parts of a program.
  • use the profiler to check how long all parts of a function require.
In the MATLAB documentation we also find these tips:
Additional Tips on Improving Performance
If the performance of your program remains a concern, then consider the following suggestions:
  • Split large script files into smaller ones, having the first file call the second if necessary.
  • Construct separate functions (or local functions and nested functions) from the larger chunks of code.
  • If you have overly complicated functions or expressions, use simpler ones to reduce size. * Simpler functions often make good utility functions that you can share with others.
  • Use functions instead of scripts because they are generally faster.
  • Vectorize your code to take advantage of the full functionality of MATLAB.
  • Use a sparse matrix structure to vectorize code without requiring large amounts of memory.
  • Avoid running large processes in the background while executing your program in MATLAB.
  • Avoid overloading MATLAB built-in functions on any standard MATLAB data classes because this can negatively affect performance.

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