Convert symbolic inequality to matrix form

조회 수: 4 (최근 30일)
Cedric Kotitschke
Cedric Kotitschke 2023년 7월 4일
답변: Nathan Hardenberg 2023년 7월 4일
Let's say I have a symbolic inequality:
2*x + 3*y <= 5
Is there a way to elegantly extract the matrices A, b for the equivalent inequality A*[x;y] <= b?
I know the function equationsToMatrix but that only works for equalities.
Thanks!
  댓글 수: 3
Nathan Hardenberg
Nathan Hardenberg 2023년 7월 4일
My thought was the same as the one from @Torsten (I think). But I would not consider it an elegant way
syms x y
eq = 2*x + 3*y <= 5;
eq1 = lhs(eq) == rhs(eq) % convert to equality
eq1 = 
[A, b] = equationsToMatrix(eq1, [x y])
A = 
b = 
Cedric Kotitschke
Cedric Kotitschke 2023년 7월 4일
I would surely call that elegant, thanks!

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답변 (2개)

Gandham Heamanth
Gandham Heamanth 2023년 7월 4일
Yes, in MATLAB, you can use the symbolic math toolbox to extract the matrices A and b from a symbolic inequality. Here's how you can do it:
syms x y;
% Define the symbolic inequality
inequality = 2*x + 3*y <= 5;
% Extract the coefficients of x and y
coefficients = coeffs(inequality, [x, y]);
% Extract the matrix A and vector b
A = [coefficients(1), coefficients(2)];
b = coefficients(3);
% Display the matrices A and b
disp('Matrix A:');
disp(A);
disp('Vector b:');
disp(b);
Note that this code assumes you have the Symbolic Math Toolbox installed in MATLAB.
  댓글 수: 2
Nathan Hardenberg
Nathan Hardenberg 2023년 7월 4일
The coeffs functions does not seem to work.
syms x y;
% Define the symbolic inequality
inequality = 2*x + 3*y <= 5;
% Extract the coefficients of x and y
coefficients = coeffs(inequality, [x, y])
coefficients = 
% Extract the matrix A and vector b
A = [coefficients(1), coefficients(2)];
Index exceeds the number of array elements. Index must not exceed 1.

Error in indexing (line 936)
R_tilde = builtin('subsref',L_tilde,Idx);
b = coefficients(3);
% Display the matrices A and b
disp('Matrix A:');
disp(A);
disp('Vector b:');
disp(b);
As an advice: you can past your code and mark it as code. Then you can run it in the browser and it is easier to read
Cedric Kotitschke
Cedric Kotitschke 2023년 7월 4일
But this assumes a very specific structure of the inequality. I also want to be able to deal with those structurs:
syms x y
ineq1 = 2*x <= 2-y;
ineq2 = 0 >= 4*x + 6*y;
ineq3 = 3 >= 5*y;
etc.

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Nathan Hardenberg
Nathan Hardenberg 2023년 7월 4일
Moved my comment to an answer (to be accepted only if satisfied):
syms x y
eq = 2*x + 3*y <= 5; % inequality
eq1 = lhs(eq) == rhs(eq) % convert to equality
eq1 = 
[A, b] = equationsToMatrix(eq1, [x y]) % use equationsToMatrix-function
A = 
b = 

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