How to write 2 ^(optimzation variable)

1

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how can I write these constraints.

Note: that raw and alpha are variables need to be optimized.

2

You can enter this essentially as is, using .^ in place of ^ to get vectorized version, as I have done…

C = 3; % made up value
cvx_begin
variables rho_k(2) alpha_k(2)
variables rho_c_k(C,2) alpha_c_k(C,2)
1 + rho_k - 2.^alpha_k >= 0
1 + rho_c_k - 2.^alpha_c_k >= 0
% the rest of your program
cvx_end

Under the hood, CVX converts 2^x to exp(x*log(2)), and uses the exponential cones to handle that. That is done automatically for you.

3

Thank you so much !!