I am using the Moth-flame optimization algorithm to solve a problem. The algorithm uses logarithmic spiral to update the position of the moths. I have been asked to provide a mathematical proof to prove the fast convergence of the algorithm.
I have already provided the results on some benchmark functions (CEC 2005, 2009), however, I have been asked to provide detailed theoretical proofs.
If anyone is working in the area of swarm intelligence or any other bio-inspired optimization algorithms, can you please help me. TIA.