Naive vs Complex solutions
This video is more philosophical than about MATLAB syntax. When trying to understand the cycles that occur in the output of a pseudo random number generator, I first approached the problem in easiest way I could think of. It worked well enough for small datasets, but because the computational order of complexity grew by N^2, this did not work very well. It took someone pointing out an algorithm that grew linearly with N to complete the job.
This kind of algorithmic innovation is needed in many cases because the profiler can help you on a line by line basis, but it can not find systematic problems like this.
See Also
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Hatched vs color
Blogs
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