User defined functions with dynamic parameterisation in a parfor loops

3 visualizaciones (últimos 30 días)
Thanks in advance for any assistance.
Is it OK to include a user defined function in a parfor loop, where the function definition changes with the loop indexation? Matlab is not identifying any errors, and from checking a few items manually, it seems to be correct. But I was unable to find anywhere online or in documentation that confirms Matlab handles this correctly or that functions are officially supported. Here is a simplified version to illustrate what I am asking about. The function is adjusted on each loop to run a different optimisation problem.
% Function parameters
FunctionParameters = [1, 2; 3, 4; 5, 6];
% Fmincon parameters
x0 = 1;
A =0;
b =0;
Aeq =0;
beq = 0;
lb = -1;
ub =1;
% Parfor optimisation loop
parfor n = 1:3
ExampleFunction = @(ExampleVariable) ExampleVariable * FunctionParameters(n,1) - FunctionParameters(n,2);
fun = ExampleFunction;
x = fmincon(fun,x0,A,b,Aeq,beq,lb,ub)
Solutions(n)=x;
end
Solutions

Respuesta aceptada

Edric Ellis
Edric Ellis el 18 de En. de 2021
This documentation for parfor notes various limitations - and also notes explicitly that you can create anonymous functions inside a parfor loop and use them, with some limitations. In your case, the limitations on sliced output variables do not apply since you're capturing input variables inside ExampleFunction.

Más respuestas (0)

Categorías

Más información sobre Loops and Conditional Statements en Help Center y File Exchange.

Productos


Versión

R2018b

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by