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Update README.md
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mehditeymorian authored Dec 31, 2021
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Expand Up @@ -12,4 +12,4 @@ Calculating Jaccord, Cosine L1NORM, and Cosine L2NORM similarities for top 5 Sta
## Equation Minimization Using Genetic Algorithm
Starting from an initial population, chromosomes evolve through generations and converge toward an optimal answer. in each generation crossovers take place where offsprings chromosomes are generated from selected parents. also each chromosome have a posibility to mutate. the mutation is necessary to avoid local minimums. In This example we are trying to minimze a square root equation. [Full Detail](https://github.com/mehditeymorian/JNotes/tree/main/equationMinimizationGeneticAlgorithm)

<img src="https://latex.codecogs.com/png.image?\dpi{150}&space;\bg_white&space;a_{1}x1^{2}&plus;a_{2}x2^{2}&plus;a_{3}x3^{2}&plus;a_{4}x4^{2}&plus;a_{5}x5^{2}&plus;...=&space;fitness" title="\bg_white a_{1}x1^{2}+a_{2}x2^{2}+a_{3}x3^{2}+a_{4}x4^{2}+a_{5}x5^{2}+...= fitness" />
<img src="https://latex.codecogs.com/png.image?\dpi{150}&space;\bg_white&space;a_{1}x_{1}^{2}&plus;a_{2}x_{2}^{2}&plus;a_{3}x_{3}^{2}&plus;a_{4}x_{4}^{2}&plus;a_{5}x_{5}^{2}&plus;...=&space;fitness" title="\bg_white a_{1}x_{1}^{2}+a_{2}x_{2}^{2}+a_{3}x_{3}^{2}+a_{4}x_{4}^{2}+a_{5}x_{5}^{2}+...= fitness" />

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