After Taylor approximation, the optimization function needs to optimize the variables each iteration

Uncategorized
Apr 21, 2022
Z

This is my target function:

How do I write it in language CVX?
I am a student who is new to optimization. I hope someone can put forward their valuable suggestions and ideas.

M

I have no idea what you’re doing. But you can start by carefully reading

and

http://cvxr.com/cvx/doc/

Z
Replying to #2

The first objective function is in concave-minus-concave form.


So each Pka is different.

M

I think you need something like:

set initial value at which to linearize
for …
cvx_begin

cvx_end
update value at which to linearize with optimal variable value from just concluded iteration
end

Z
Replying to #4

Thank you very much for your advice. I’ll have a try.