A Naïve Five-Element String Algorithm

Abstract

In this paper, we propose a new global optimization algorithm inspired by the human life model in Chinese Traditional Medicine and graph theory, which is named as naive five-element string algorithm. The new algorithm utilizes strings of elements from member set {0,1,2,3,4} to represent the values of candidate solutions (typically represented as vectors in n -dimensional Euclidean space). Except the mathematical operations for evaluating the objective function, sort procedure, creating initial population randomly, the algorithm only involves if-else logical operation. In contrast to existing global optimization algorithms, the five-element algorithm engages the simplest mathematics but reaches the highest searching efficiency.