Can I use POA for multiobjective optimization?

Hello, I have a multiobjective optimization problem, and I want to use POA, but the code I found was just for single-objective problems. The problem is that I have no time, and I need to use new metaheuristic algorithms.

Answer 1

[William Rose]

@noor w,

The pelican optimization algorithm (see code in the Matlab FIle Exchange here and paper describing POA here) has not yet been adapted for multi-objective optimization. The authors, in their 2022 paper describing POA, say "The authors provide several research directions for future studies with respect to this paper. Among the specific research potentials of the proposed method are the development of binary and multi-objective versions of POA.". That means they haven't done multi-objective, as of 2022.

Maybe you can be the one to do it :). Good luck.