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Project overviewMatlab Optimization / New projectExpected to be completed by Jan 2

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Project overview
  • Matlab Optimization / New project
  • Expected to be completed by Jan 21, 2021
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Allcomb and Ndgrid are well documented functions within Matlab

Allcomb uses Ndgrid to generate combinations.

These are used as a part of other analysis/code. My code needs Allcomb to work extremely fast on large dimensions (200+X200X200X200)+

Format for input and outputs cannot be changed

Inputs are cells 1X4 cell {1X247 double 1X380 double 1X380 double 1X380 double}
Outputs are 36505764X4 double

One of the limitations within allcomb is ndgrid. It takes a lot of time in the profiler. Partially because it is optimized for 2 dimensions.

What I need is the ndgrid optimized for 4 dimensions and for it run extremely fast with low memory requirements.

Deliverables

Optimized code for generating large dimension outputs faster than allcomb and with less memory usage.

Outputs will be compared for accuracy and completeness and Matlab profiler will be used to assess performance on client's machine - i7 10700 processor.

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