Need help with a system non-linear equation with three variables

Question

Tanay Tayade 2024-3-3

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/2089761-need-help-with-a-system-non-linear-equation-with-three-variables

回答： John D'Errico 2024-3-3

I have a set of data:

x (array) containing as many data points as we want (known to user)

y (array) containing as many data points as x (also known)

and corresponding set of X (array) and Y (array) (both known).

Now using these arrays, we can frame the following expressions:

Rx(i)=((d*cos(theta)*cos(phi)+X(i)*sin(phi))*(x(i)*cos(psi)-y(i)*sin(psi))-d*sin(theta)*(x(i)*sin(psi)+y(i)*cos(psi)))/(X(i)*cos(phi2)-d*sin(phi2)*cos(theta2))

Ry(i)=((d*sin(theta)*cos(phi)+Y(i)*sin(phi))*(x(i)*cos(psi)-y(i)*sin(psi))+d*cos(theta)*(x(i)*sin(psi)+y(i)*cos(psi)))/(Y(i)*cos(phi2)-d*sin(phi2)*sin(theta2))

(we can get as many set of expressions for Rx and Ry as many data points we've considered for x, y, X, Y)

Note that the other variables (d, phi2, theta2) are also known.

Using this expressions, i want to find the value of theta, phi and psi for which:

F(i)=Rx(i)-Ry(i)=0

theta can take values from [0,360], psi from [0,360], and phi from [0,90] (in degrees)

There can be multiple solutions.

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Answer 1

John D'Errico 2024-3-3

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此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/2089761-need-help-with-a-system-non-linear-equation-with-three-variables#answer_1420251

Simple. Use lsqnonlin.

There will almsot certainly be no exact solution. All you can do is find a parameter set that minimizes the sum of squares of the difference, i.e., lsqnonlin.

Yes, there will ALWAYS be multiple colutions, since this is a trig problem, and therefore infinitely many equivalent solutions.