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DifferentialEvolution_AlgorithmsDevelopment_FromScratch

Aim:

To simulate biochemical reactions in human body for the prediction of drug effect.

How to reach:

All codes are created from scratch including Differential Evolution algorithm (continuous data) or Genetic Algorithm (discrete data), Model Selection algorithm, Sensitivity Analysis, Stochastic Simulation Analysis, etc. ODEs was applied from the MATLAB library.

Taking ODEs as the example to simulate biochemical reaction:
Screen Shot 2023-05-09 at 9 23 39 PM
The demonstration of developing DE algorithm from scratch:
Screen Shot 2023-05-09 at 9 24 40 PM

Some descriptions about different folders:

Screen Shot 2023-05-09 at 9 25 49 PM
Taking model2 as an exmaple:
Screen Shot 2023-05-09 at 9 26 52 PM

Some result:

Screen Shot 2023-05-09 at 9 28 23 PM

Screen Shot 2023-05-09 at 9 31 21 PM

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