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Fisher Kolmogorov Petrovsky Piskunov Equation Srinivas Setty

Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis

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Page 1: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis

Fisher – Kolmogorov – Petrovsky – Piskunov Equation

Srinivas Setty

Page 2: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis

Ronald Fisher: 1890 - 1962

Page 3: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis
Page 4: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis
Page 5: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis

Null Hypothesis: Hypothesis stating

that there is no statistically

significant difference between two

data sets

Page 6: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis

Considered by many statisticians

and biologists to be a spiritual

successor to Darwin’s “The Origin of

Species”

Page 7: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis
Page 8: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis
Page 9: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis

Kpp Equation: Diffusion and Reaction

“Diffusion” “Reaction”

Page 10: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis

Fisher-KPP Equation: Advantageous Genes

Page 11: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis

Fisher-KPP Equation: Mathematical Basis to Gene Diffusion

p – frequency of mutant allele

q – frequency of parent allele

m – intensity of selection in favor of the mutant gene

-k(dp/dx) – Rate of allelic diffusion spatially over population boundaries

k – diffusion constant unique to allele and species

Page 12: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis

Applications

Page 13: Fisher – Kolmogorov – Petrovsky – Piskunov Equationakman/math3435s18/talks/FKPP.pdf · Piskunov Equation Srinivas Setty. Ronald Fisher: 1890 - 1962. Null Hypothesis: Hypothesis

References

https://www.famousscientists.org/ronald-fisher/

Fisher, R. A. “The Wave Of Advance Of Advantageous Genes.” Annals of Eugenics, vol. 7, no. 4, 1937, pp. 355–369., doi:10.1111/j.1469-1809.1937.tb02153.x.