Mathematical Modeling of Ecological Systems Algorithm.

In this paper, the mathematical modeling of a new bio-inspired evolutionary search algorithm called Ecological Systems Algorithm (ESA) is presented. ESA imitates ecological rules to find iteratively optimum given function through interaction between predator and prey species. then compared well-known Genetic which powerful stochastic search/optimization used for decades. Simulation results two algorithms optimizing ten different benchmark functions are investigate compare both based on their speed, performance, reliability, efficiency.