R2-D2, Rotations and Dilations in Two Dimensions - Cleve Moler on Mathematics and Computing - MATLAB爱好者论坛-LabFans.com

poster · 2023-03-04, 14:51

R2_D2 is is the name I've given a new MATLAB program that provides animations of 2-by-2 rotation and dilation matrices. I admit I chose "dilations" so the acronym would be memorable, but otherwise the code has little to do with the famous Star Wars droid.

Contents

House

This outline of a house is featured in Experiments with MATLAB. The data are the 11 blue dots. The coordinates of each dot form a 2-by-1 vector; the 2-by-2 rotation and dilation matrices multiply each of these vectors separately. (The lines between the dots complete the picture and are not involved in any computation.)

The house also appears in several editions of Gil Strang's textbooks. The cover of the third edition of Strang's Introduction to Linear Algebra features nine houses on a quilt made by Gil's friend Chris Curtis.

Hand

This outline of a hand, which I made from measurements of my own hand, is also used in Experiments with MATLAB. There are 37 points, so Hand is a 2-by-37 matrix.

Rotation

Multiplication by this matrix produces a two-dimensional rotation by an angle theta.

$$ R = \left( \begin{array}{rr} \cos{\theta} & \sin{\theta} \\ - \sin{\theta} & \cos{\theta} \end{array} \right) $$

R is displayed in the first panel. If the house is not rotating in your browser, try this link: https://blogs.mathworks.com/cleve/fi...use_rotate.gif

Dilation

Dilation is the process of making objects larger or smaller. Multiplication by this diagonal matrix produces a dilation by a factor sigma.

$$ S = \left( \begin{array}{rr} \sigma & 0 \\ 0 & \sigma \end{array} \right) $$

S is displayed in the second panel. The animation is also available at: https://blogs.mathworks.com/cleve/files/hand_dilate.gif

Both

Here rotation and dilation are combined. The product of the rotation and dilation matrices drives the action. If you are missing all the action, try: https://blogs.mathworks.com/cleve/files/hand_both.gif

R2_D2

When you run R2_D2 on your own computer, you can drive the rotations and dilations yourself. Mousing outside of the object creates rotation and mousing inside produces dilation.

The R2_D2 program is available from https://blogs.mathworks.com/cleve/files/R2_D2_4.m.

Further Reading

If you are not familiar with matrices, or just want a quick refresher, check out the Matrices chapter of Experiments with MATLAB. Exercise 4.14 is particularly handy.

Get the MATLAB code (requires JavaScript)

Published with MATLAB® R2023a

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2023-03-04, 14:51	#1
poster 高级会员注册日期: 2019-11-21 帖子: 3,013 声望力: 67	R2-D2, Rotations and Dilations in Two Dimensions - Cleve Moler on Mathematics and Computing R2_D2 is is the name I've given a new MATLAB program that provides animations of 2-by-2 rotation and dilation matrices. I admit I chose "dilations" so the acronym would be memorable, but otherwise the code has little to do with the famous Star Wars droid. Contents House Hand Rotation Dilation Both R2_D2 Further Reading House This outline of a house is featured in Experiments with MATLAB. The data are the 11 blue dots. The coordinates of each dot form a 2-by-1 vector; the 2-by-2 rotation and dilation matrices multiply each of these vectors separately. (The lines between the dots complete the picture and are not involved in any computation.) The house also appears in several editions of Gil Strang's textbooks. The cover of the third edition of Strang's Introduction to Linear Algebra features nine houses on a quilt made by Gil's friend Chris Curtis. Hand This outline of a hand, which I made from measurements of my own hand, is also used in Experiments with MATLAB. There are 37 points, so Hand is a 2-by-37 matrix. Rotation Multiplication by this matrix produces a two-dimensional rotation by an angle theta. $$ R = \left( \begin{array}{rr} \cos{\theta} & \sin{\theta} \\ - \sin{\theta} & \cos{\theta} \end{array} \right) $$ R is displayed in the first panel. If the house is not rotating in your browser, try this link: https://blogs.mathworks.com/cleve/fi...use_rotate.gif Dilation Dilation is the process of making objects larger or smaller. Multiplication by this diagonal matrix produces a dilation by a factor sigma. $$ S = \left( \begin{array}{rr} \sigma & 0 \\ 0 & \sigma \end{array} \right) $$ S is displayed in the second panel. The animation is also available at: https://blogs.mathworks.com/cleve/files/hand_dilate.gif Both Here rotation and dilation are combined. The product of the rotation and dilation matrices drives the action. If you are missing all the action, try: https://blogs.mathworks.com/cleve/files/hand_both.gif R2_D2 When you run R2_D2 on your own computer, you can drive the rotations and dilations yourself. Mousing outside of the object creates rotation and mousing inside produces dilation. The R2_D2 program is available from https://blogs.mathworks.com/cleve/files/R2_D2_4.m. Further Reading If you are not familiar with matrices, or just want a quick refresher, check out the Matrices chapter of Experiments with MATLAB. Exercise 4.14 is particularly handy. Get the MATLAB code (requires JavaScript) Published with MATLAB® R2023a More...