On the Idea of a New Artificial Intelligence Based Optimization Algorithm Inspired From the Nature of Vortex

Abstract

In this paper, the idea of a new artificial intelligence based optimization algorithm, which is  inspired from the nature of vortex, has been provided briefly. As also a bio-inspired computation  algorithm, the idea is generally focused on a typical vortex flow / behavior in nature and inspires  from some dynamics that are occurred in the sense of vortex nature. Briefly, the algorithm is also a  swarm-oriented evolutional problem solution approach; because it includes many methods related  to elimination of weak swarm members and trying to improve the solution process by supporting  the solution space via new swarm members. In order have better idea about success of the  algorithm; it has been tested via some benchmark functions. At this point, the obtained results show  that the algorithm can be an alternative to the literature in terms of single-objective optimization solution ways. Vortex Optimization Algorithm (VOA) is the name suggestion by the authors; for  this new idea of intelligent optimization approach.