SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. ·...
Transcript of SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. ·...
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SOME COMPLEX ANALYSIS PROJECTS
Robert Sachs
Department of Mathematical SciencesGeorge Mason University
Fairfax, Virginia 22030
June 26, 2014
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Introduction
Student short projects during the course (time permitting) have workedwell for me
They allow students to explore questions that interest them andhopefully me
I’ve tended to do them near end of the course, but sooner might push aneed-to-know better
Complex analysis courses often end just when things can get reallyinteresting
R. Sachs (GMU) Complex Projects June 2014 2 / 1
![Page 3: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/3.jpg)
Introduction
Student short projects during the course (time permitting) have workedwell for me
They allow students to explore questions that interest them andhopefully me
I’ve tended to do them near end of the course, but sooner might push aneed-to-know better
Complex analysis courses often end just when things can get reallyinteresting
R. Sachs (GMU) Complex Projects June 2014 2 / 1
![Page 4: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/4.jpg)
Introduction
Student short projects during the course (time permitting) have workedwell for me
They allow students to explore questions that interest them andhopefully me
I’ve tended to do them near end of the course, but sooner might push aneed-to-know better
Complex analysis courses often end just when things can get reallyinteresting
R. Sachs (GMU) Complex Projects June 2014 2 / 1
![Page 5: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/5.jpg)
Introduction
Student short projects during the course (time permitting) have workedwell for me
They allow students to explore questions that interest them andhopefully me
I’ve tended to do them near end of the course, but sooner might push aneed-to-know better
Complex analysis courses often end just when things can get reallyinteresting
R. Sachs (GMU) Complex Projects June 2014 2 / 1
![Page 6: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/6.jpg)
Who are the high school kids?
They have had multivariable calculus and linear algebra
Neither course is taught at super-advanced level, nor the prior APcalculus course
Often but not always very computer savvy
Not much if any experience in proof
About 1/4 or less of the 20 to 36 will major in math at college
R. Sachs (GMU) Complex Projects June 2014 3 / 1
![Page 7: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/7.jpg)
Who are the high school kids?
They have had multivariable calculus and linear algebra
Neither course is taught at super-advanced level, nor the prior APcalculus course
Often but not always very computer savvy
Not much if any experience in proof
About 1/4 or less of the 20 to 36 will major in math at college
R. Sachs (GMU) Complex Projects June 2014 3 / 1
![Page 8: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/8.jpg)
Who are the high school kids?
They have had multivariable calculus and linear algebra
Neither course is taught at super-advanced level, nor the prior APcalculus course
Often but not always very computer savvy
Not much if any experience in proof
About 1/4 or less of the 20 to 36 will major in math at college
R. Sachs (GMU) Complex Projects June 2014 3 / 1
![Page 9: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/9.jpg)
Who are the high school kids?
They have had multivariable calculus and linear algebra
Neither course is taught at super-advanced level, nor the prior APcalculus course
Often but not always very computer savvy
Not much if any experience in proof
About 1/4 or less of the 20 to 36 will major in math at college
R. Sachs (GMU) Complex Projects June 2014 3 / 1
![Page 10: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/10.jpg)
Who are the high school kids?
They have had multivariable calculus and linear algebra
Neither course is taught at super-advanced level, nor the prior APcalculus course
Often but not always very computer savvy
Not much if any experience in proof
About 1/4 or less of the 20 to 36 will major in math at college
R. Sachs (GMU) Complex Projects June 2014 3 / 1
![Page 11: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/11.jpg)
Some topics that arise organically but aren’t reallycomplex analysis
Some nice topics that are not complex analysis are topological
Contractible and non-contractible loops – fundamental group;homology version of Cauchy theorem
Topological degree of a mapping – important aspect of local degree incomplex analysis, ties back to fundamental theorem of algebra.
General idea of integer-valued continuous maps must be locallyconstant away from singularities
Vector fields and the Poincare index in the planar case
R. Sachs (GMU) Complex Projects June 2014 4 / 1
![Page 12: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/12.jpg)
Some topics that arise organically but aren’t reallycomplex analysis
Some nice topics that are not complex analysis are topological
Contractible and non-contractible loops – fundamental group;homology version of Cauchy theorem
Topological degree of a mapping – important aspect of local degree incomplex analysis, ties back to fundamental theorem of algebra.
General idea of integer-valued continuous maps must be locallyconstant away from singularities
Vector fields and the Poincare index in the planar case
R. Sachs (GMU) Complex Projects June 2014 4 / 1
![Page 13: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/13.jpg)
Some topics that arise organically but aren’t reallycomplex analysis
Some nice topics that are not complex analysis are topological
Contractible and non-contractible loops – fundamental group;homology version of Cauchy theorem
Topological degree of a mapping – important aspect of local degree incomplex analysis, ties back to fundamental theorem of algebra.
General idea of integer-valued continuous maps must be locallyconstant away from singularities
Vector fields and the Poincare index in the planar case
R. Sachs (GMU) Complex Projects June 2014 4 / 1
![Page 14: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/14.jpg)
Some topics that arise organically but aren’t reallycomplex analysis
Some nice topics that are not complex analysis are topological
Contractible and non-contractible loops – fundamental group;homology version of Cauchy theorem
Topological degree of a mapping – important aspect of local degree incomplex analysis, ties back to fundamental theorem of algebra.
General idea of integer-valued continuous maps must be locallyconstant away from singularities
Vector fields and the Poincare index in the planar case
R. Sachs (GMU) Complex Projects June 2014 4 / 1
![Page 15: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/15.jpg)
Some topics that arise organically but aren’t reallycomplex analysis
Some nice topics that are not complex analysis are topological
Contractible and non-contractible loops – fundamental group;homology version of Cauchy theorem
Topological degree of a mapping – important aspect of local degree incomplex analysis, ties back to fundamental theorem of algebra.
General idea of integer-valued continuous maps must be locallyconstant away from singularities
Vector fields and the Poincare index in the planar case
R. Sachs (GMU) Complex Projects June 2014 4 / 1
![Page 16: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/16.jpg)
Other topics are about manifolds
Projective coordinates, the Riemann Sphere, and Mobiustransformations
Matrix groups
Non-Euclidean geometry
R. Sachs (GMU) Complex Projects June 2014 5 / 1
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Other topics are about manifolds
Projective coordinates, the Riemann Sphere, and Mobiustransformations
Matrix groups
Non-Euclidean geometry
R. Sachs (GMU) Complex Projects June 2014 5 / 1
![Page 18: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/18.jpg)
Other topics are about manifolds
Projective coordinates, the Riemann Sphere, and Mobiustransformations
Matrix groups
Non-Euclidean geometry
R. Sachs (GMU) Complex Projects June 2014 5 / 1
![Page 19: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/19.jpg)
Algebra and Number Theory
Gaussian integers illuminates sums of squares – pretty basic, cando early
Lagrange and Jacobi on sums of four squares (interesting inquiryto find the Jacobi formula – not proof)
Prime number theorem (Newman version of proof) – maybecontrast with “elementary proofs”
Other roots of negative numbers adjoined (-17 for example) –non-unique factorization and Fermat’s last theorem
R. Sachs (GMU) Complex Projects June 2014 6 / 1
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Algebra and Number Theory
Gaussian integers illuminates sums of squares – pretty basic, cando early
Lagrange and Jacobi on sums of four squares (interesting inquiryto find the Jacobi formula – not proof)
Prime number theorem (Newman version of proof) – maybecontrast with “elementary proofs”
Other roots of negative numbers adjoined (-17 for example) –non-unique factorization and Fermat’s last theorem
R. Sachs (GMU) Complex Projects June 2014 6 / 1
![Page 21: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/21.jpg)
Algebra and Number Theory
Gaussian integers illuminates sums of squares – pretty basic, cando early
Lagrange and Jacobi on sums of four squares (interesting inquiryto find the Jacobi formula – not proof)
Prime number theorem (Newman version of proof) – maybecontrast with “elementary proofs”
Other roots of negative numbers adjoined (-17 for example) –non-unique factorization and Fermat’s last theorem
R. Sachs (GMU) Complex Projects June 2014 6 / 1
![Page 22: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/22.jpg)
Algebra and Number Theory
Gaussian integers illuminates sums of squares – pretty basic, cando early
Lagrange and Jacobi on sums of four squares (interesting inquiryto find the Jacobi formula – not proof)
Prime number theorem (Newman version of proof) – maybecontrast with “elementary proofs”
Other roots of negative numbers adjoined (-17 for example) –non-unique factorization and Fermat’s last theorem
R. Sachs (GMU) Complex Projects June 2014 6 / 1
![Page 23: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/23.jpg)
Complex Linear Algebra
Linear Algebra: Did inner product most likely already
Dimension counting real vs. complex
Cauchy integral theorem for square matrices A connects back tolots of topics, very powerful
Defining exp(At) and inverse Laplace transform.
Can prove Cayley Hamilton theorem in one line or so
R. Sachs (GMU) Complex Projects June 2014 7 / 1
![Page 24: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/24.jpg)
Complex Linear Algebra
Linear Algebra: Did inner product most likely already
Dimension counting real vs. complex
Cauchy integral theorem for square matrices A connects back tolots of topics, very powerful
Defining exp(At) and inverse Laplace transform.
Can prove Cayley Hamilton theorem in one line or so
R. Sachs (GMU) Complex Projects June 2014 7 / 1
![Page 25: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/25.jpg)
Complex Linear Algebra
Linear Algebra: Did inner product most likely already
Dimension counting real vs. complex
Cauchy integral theorem for square matrices A connects back tolots of topics, very powerful
Defining exp(At) and inverse Laplace transform.
Can prove Cayley Hamilton theorem in one line or so
R. Sachs (GMU) Complex Projects June 2014 7 / 1
![Page 26: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/26.jpg)
Complex Linear Algebra
Linear Algebra: Did inner product most likely already
Dimension counting real vs. complex
Cauchy integral theorem for square matrices A connects back tolots of topics, very powerful
Defining exp(At) and inverse Laplace transform.
Can prove Cayley Hamilton theorem in one line or so
R. Sachs (GMU) Complex Projects June 2014 7 / 1
![Page 27: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/27.jpg)
Complex Linear Algebra
Linear Algebra: Did inner product most likely already
Dimension counting real vs. complex
Cauchy integral theorem for square matrices A connects back tolots of topics, very powerful
Defining exp(At) and inverse Laplace transform.
Can prove Cayley Hamilton theorem in one line or so
R. Sachs (GMU) Complex Projects June 2014 7 / 1
![Page 28: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/28.jpg)
Cauchy formula for square matrices
f (A) =1
2πi
∮f (λ)(λI − A)−1 dλ
where f is analytic on a set containing all eigenvalues of A and thecontour encloses all the eigenvalues as a simple curve (all windingnumbers are 1).
Analyst thinking: if A is diagonal or even diagonalizable, then true as1-D cases glued together. General case: Jordan canonical form with ε– i.e. diagonalizable case is dense.
R. Sachs (GMU) Complex Projects June 2014 8 / 1
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Cauchy formula for square matrices
f (A) =1
2πi
∮f (λ)(λI − A)−1 dλ
where f is analytic on a set containing all eigenvalues of A and thecontour encloses all the eigenvalues as a simple curve (all windingnumbers are 1).
Analyst thinking: if A is diagonal or even diagonalizable, then true as1-D cases glued together. General case: Jordan canonical form with ε– i.e. diagonalizable case is dense.
R. Sachs (GMU) Complex Projects June 2014 8 / 1
![Page 30: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/30.jpg)
Example: eAt uses f (λ) = eλt
Example: Cayley-Hamilton: Let χA(λ) = det(λI − A), thenχA(A) vanishing has a one line proof.
This introduces a big concept: resolvent of an operator in its mostbasic case as generalizing the Cauchy kernel.
R. Sachs (GMU) Complex Projects June 2014 9 / 1
![Page 31: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/31.jpg)
Example: eAt uses f (λ) = eλt
Example: Cayley-Hamilton: Let χA(λ) = det(λI − A), thenχA(A) vanishing has a one line proof.
This introduces a big concept: resolvent of an operator in its mostbasic case as generalizing the Cauchy kernel.
R. Sachs (GMU) Complex Projects June 2014 9 / 1
![Page 32: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/32.jpg)
Example: eAt uses f (λ) = eλt
Example: Cayley-Hamilton: Let χA(λ) = det(λI − A), thenχA(A) vanishing has a one line proof.
This introduces a big concept: resolvent of an operator in its mostbasic case as generalizing the Cauchy kernel.
R. Sachs (GMU) Complex Projects June 2014 9 / 1
![Page 33: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/33.jpg)
Discrete Fourier
Fourier Series – infinite sum:∞∑
n=−∞cn eint
has unique Fourier recipe for ck as integral.
Discrete Fourier uses finite sum instead, so not “exact”.
Can do finite problem in several ways but a useful one is to use equallyspace points (usually roots of unity) and fit those values exactly(interpolation)
The discrete terms are unique but the mapping is not one-to-one(aliasing – wagon wheels in westerns can go backwards).
Basis for lots of modern things like digital music formats, some imageprocessing, etc.
R. Sachs (GMU) Complex Projects June 2014 10 / 1
![Page 34: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/34.jpg)
Discrete Fourier
Fourier Series – infinite sum:∞∑
n=−∞cn eint
has unique Fourier recipe for ck as integral.
Discrete Fourier uses finite sum instead, so not “exact”.
Can do finite problem in several ways but a useful one is to use equallyspace points (usually roots of unity) and fit those values exactly(interpolation)
The discrete terms are unique but the mapping is not one-to-one(aliasing – wagon wheels in westerns can go backwards).
Basis for lots of modern things like digital music formats, some imageprocessing, etc.
R. Sachs (GMU) Complex Projects June 2014 10 / 1
![Page 35: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/35.jpg)
Discrete Fourier
Fourier Series – infinite sum:∞∑
n=−∞cn eint
has unique Fourier recipe for ck as integral.
Discrete Fourier uses finite sum instead, so not “exact”.
Can do finite problem in several ways but a useful one is to use equallyspace points (usually roots of unity) and fit those values exactly(interpolation)
The discrete terms are unique but the mapping is not one-to-one(aliasing – wagon wheels in westerns can go backwards).
Basis for lots of modern things like digital music formats, some imageprocessing, etc.
R. Sachs (GMU) Complex Projects June 2014 10 / 1
![Page 36: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/36.jpg)
Discrete Fourier
Fourier Series – infinite sum:∞∑
n=−∞cn eint
has unique Fourier recipe for ck as integral.
Discrete Fourier uses finite sum instead, so not “exact”.
Can do finite problem in several ways but a useful one is to use equallyspace points (usually roots of unity) and fit those values exactly(interpolation)
The discrete terms are unique but the mapping is not one-to-one(aliasing – wagon wheels in westerns can go backwards).
Basis for lots of modern things like digital music formats, some imageprocessing, etc.
R. Sachs (GMU) Complex Projects June 2014 10 / 1
![Page 37: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/37.jpg)
Discrete Fourier
Fourier Series – infinite sum:∞∑
n=−∞cn eint
has unique Fourier recipe for ck as integral.
Discrete Fourier uses finite sum instead, so not “exact”.
Can do finite problem in several ways but a useful one is to use equallyspace points (usually roots of unity) and fit those values exactly(interpolation)
The discrete terms are unique but the mapping is not one-to-one(aliasing – wagon wheels in westerns can go backwards).
Basis for lots of modern things like digital music formats, some imageprocessing, etc.
R. Sachs (GMU) Complex Projects June 2014 10 / 1
![Page 38: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/38.jpg)
More discrete Fourier
Fast finite Fourier makes this even faster – done by Gauss,rediscovered by Cooley and Tukey in 1960s.
Split into pieces (often two) then iterate – faster calculations.
Lots more interesting and useful things here – Signals and transferfunctions, Wiener filter, other bases, wavelets, uncertainty principle,Chebyshev interpolation and Trefethen et al package ChebFun.
R. Sachs (GMU) Complex Projects June 2014 11 / 1
![Page 39: SOME COMPLEX ANALYSIS PROJECTS - Westmont Collegehowell/complex-analysis/... · 2014. 7. 17. · complex analysis Some nice topics that are not complex analysis are topological Contractible](https://reader035.fdocuments.in/reader035/viewer/2022081620/610d1b95d71dde4f1f54a758/html5/thumbnails/39.jpg)
More discrete Fourier
Fast finite Fourier makes this even faster – done by Gauss,rediscovered by Cooley and Tukey in 1960s.
Split into pieces (often two) then iterate – faster calculations.
Lots more interesting and useful things here – Signals and transferfunctions, Wiener filter, other bases, wavelets, uncertainty principle,Chebyshev interpolation and Trefethen et al package ChebFun.
R. Sachs (GMU) Complex Projects June 2014 11 / 1
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More discrete Fourier
Fast finite Fourier makes this even faster – done by Gauss,rediscovered by Cooley and Tukey in 1960s.
Split into pieces (often two) then iterate – faster calculations.
Lots more interesting and useful things here – Signals and transferfunctions, Wiener filter, other bases, wavelets, uncertainty principle,Chebyshev interpolation and Trefethen et al package ChebFun.
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Complex version of classical Hamiltonian systems
A very useful topic for physics: a classical Hamiltonian system with ndegrees of freedom has phase space of size R2n
As in John’s talk, a matrix J comes into play to write the system in“canonical form” – will try to go to a document online from our localUCSB physics – in any case this is big when it comes to going fromclassical to quantum system.
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Complex version of classical Hamiltonian systems
A very useful topic for physics: a classical Hamiltonian system with ndegrees of freedom has phase space of size R2n
As in John’s talk, a matrix J comes into play to write the system in“canonical form” – will try to go to a document online from our localUCSB physics – in any case this is big when it comes to going fromclassical to quantum system.
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Complex Analysis topics
We can discuss more topics, but at the end of every book is a varietyof topics
Usually not varieties, but that could work too!
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Complex Analysis topics
We can discuss more topics, but at the end of every book is a varietyof topics
Usually not varieties, but that could work too!
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Concluding remarks
I didn’t mention lots of other topics (but maybe we hit them duringdiscussions): algebraic curves and homogeneous coordinates; ellipticcurves; uniformization; growth rates of entire functions; Picardtheorems; Weierstrass product; Gamma function; Zeta function;complex ODEs; modular forms; etc.
Also historical topics!
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Concluding remarks
I didn’t mention lots of other topics (but maybe we hit them duringdiscussions): algebraic curves and homogeneous coordinates; ellipticcurves; uniformization; growth rates of entire functions; Picardtheorems; Weierstrass product; Gamma function; Zeta function;complex ODEs; modular forms; etc.
Also historical topics!
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