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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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This is a basic subject on matrix theory and linear algebra. Emphasis is given to topics that will be useful in other disciplines, including systems of equations, vector spaces, determinants, eigenvalues, similarity, and positive definite matrices.
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- mathematics
- matrix theory
- linear algebra
- systems of equations
- vector spaces
- determinants
- eigenvalues
- similarity
- positive definite matrices
- least-squares approximations
- stability of differential equations
- networks
- fourier transforms
- markov processes
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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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This course covers matrix theory and linear algebra, emphasizing topics useful in other disciplines such as physics, economics and social sciences, natural sciences, and engineering.
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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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This course provides a review of linear algebra, including applications to networks, structures, and estimation, Lagrange multipliers. Also covered are: differential equations of equilibrium; Laplace's equation and potential flow; boundary-value problems; minimum principles and calculus of variations; Fourier series; discrete Fourier transf
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Tag(s):
- mathematics
- linear algebra
- networks
- lagrange multipliers
- differential equations of equilibrium
- laplace's equation
- potential flow
- boundary-value problems
- fourier series
- discrete fourier transform
- convolution
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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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This graduate-level course is a continuation of Mathematical Methods for Engineers I (18.085). Topics include numerical methods; initial-value problems; network flows; and optimization.
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Tag(s):
- mathematics
- scientific computing: fast fourier transform
- finite differences
- finite elements
- spectral method
- numerical linear algebra
- complex variables and applications
- initial-value problems: stability or chaos in ordinary differential equations
- wave equation versus heat equation
- conservation laws and shocks
- dissipation and dispersion
- optimiz
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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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Wavelets are localized basis functions, good for representing short-time events. The coefficients at each scale are filtered and subsampled to give coefficients at the next scale. This is Mallat's pyramid algorithm for multiresolution, connecting wavelets to filter banks. Wavelets and multiscale algorithms for compression and signal/image p
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- mathematics
- discrete-time filters
- convolution
- fourier transform
- owpass and highpass filters
- sampling rate change operations
- upsampling and downsampling
- ractional sampling
- interpolation
- filter banks
- time domain (haar example) and frequency domain
- conditions for alias cancellation and no distortion
- perfect reconstruction
- halfband filters and
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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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Published in 1991 by Wellesley-Cambridge Press, the book is a useful resource for educators and self-learners alike. It is well organized, covers single variable and multivariable calculus in depth, and is rich with applications.
In addition to the Textbook, there is also an online Instructor's Manual and a student Study Guide. Prof. Strang has also developed a related series of videos, Highlights of Calculus, on the basic ideas of calculus.
The 2010 second edition of the Calculus textbook includes a new chapter on "Highlights of Calculus" that connects to the video series of the same name. The new chapter has summaries and practice questions for all of the videos. It also introduces The Exponential Function (e^x) as presented in Prof. Strang's video on this topic.
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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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Highlights of Calculus is a series of short videos that introduces the basics of calculus—how it works and why it is important. The intended audience is high school students, college students, or anyone who might need help understanding the subject.
The series is divided into three sections:
Introduction
- Why Professor Strang created these videos
- How to use the materials
Highlights of Calculus
- Five videos reviewing the key topics and ideas of calculus
- Applications to real-life situations and problems
- Additional summary slides and practice problems
Derivatives
- Twelve videos focused on differential calculus
- More applications to real-life situations and problems
- Additional summary slides and practice problems
This resource is also available on Highlights for High School.
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File: 18-086-spring-2006.zip
This OER is part of OCW: Mathematical Methods for Engineers II
Published under: /Download Course Materials
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Inherited Tag(s):
- mathematics
- scientific computing: fast fourier transform
- finite differences
- finite elements
- spectral method
- numerical linear algebra
- complex variables and applications
- initial-value problems: stability or chaos in ordinary differential equations
- wave equation versus heat equation
- conservation laws and shocks
- dissipation and dispersion
- optimiz
File: 18-085-fall-2008.zip
This OER is part of OCW: Computational Science and Engineering I
Published under: /Download Course Materials
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Used by:
Inherited Tag(s):
- mathematics
- linear algebra
- networks
- lagrange multipliers
- differential equations of equilibrium
- laplace's equation
- potential flow
- boundary-value problems
- fourier series
- discrete fourier transform
- convolution
File: 18-06-spring-2010.zip
This OER is part of OCW: Linear Algebra
Published under: /Download Course Materials
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Used by:
Inherited Tag(s):
- mathematics
- matrix theory
- linear algebra
- systems of equations
- vector spaces
- determinants
- eigenvalues
- similarity
- positive definite matrices
- least-squares approximations
- stability of differential equations
- networks
- fourier transforms
- markov processes
File: 18-327-spring-2003.zip
This OER is part of OCW: Wavelets, Filter Banks and Applications
Published under: /Download Course Materials
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Used by:
Inherited Tag(s):
- mathematics
- discrete-time filters
- convolution
- fourier transform
- owpass and highpass filters
- sampling rate change operations
- upsampling and downsampling
- ractional sampling
- interpolation
- filter banks
- time domain (haar example) and frequency domain
- conditions for alias cancellation and no distortion
- perfect reconstruction
- halfband filters and
File: mtp_18085_f07.pdf
This OER is part of OCW: Computational Science and Engineering I
Published under: /Assignments
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OCW Authors:
Inherited Tag(s):
- mathematics
- linear algebra
- networks
- lagrange multipliers
- differential equations of equilibrium
- laplace's equation
- potential flow
- boundary-value problems
- fourier series
- discrete fourier transform
- convolution
File: pset5.pdf
This OER is part of OCW: Computational Science and Engineering I
Published under: /Assignments
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OCW Authors:
Inherited Tag(s):
- mathematics
- linear algebra
- networks
- lagrange multipliers
- differential equations of equilibrium
- laplace's equation
- potential flow
- boundary-value problems
- fourier series
- discrete fourier transform
- convolution
File: pset4.pdf
This OER is part of OCW: Computational Science and Engineering I
Published under: /Assignments
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OCW Authors:
Inherited Tag(s):
- mathematics
- linear algebra
- networks
- lagrange multipliers
- differential equations of equilibrium
- laplace's equation
- potential flow
- boundary-value problems
- fourier series
- discrete fourier transform
- convolution
File: pset2.pdf
This OER is part of OCW: Computational Science and Engineering I
Published under: /Assignments
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OCW Authors:
Inherited Tag(s):
- mathematics
- linear algebra
- networks
- lagrange multipliers
- differential equations of equilibrium
- laplace's equation
- potential flow
- boundary-value problems
- fourier series
- discrete fourier transform
- convolution
File: pset7.pdf
This OER is part of OCW: Computational Science and Engineering I
Published under: /Assignments
Share in:
OCW Authors:
Inherited Tag(s):
- mathematics
- linear algebra
- networks
- lagrange multipliers
- differential equations of equilibrium
- laplace's equation
- potential flow
- boundary-value problems
- fourier series
- discrete fourier transform
- convolution
220 results found.
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