Crab mating optimization algorithm
Viorica Rozina Chifu, Ioan Salomie, Emil Şt. Chifu, Adela Negrean, Horatiu Jeflea, Marcel Antal · 2014
In this paper we propose a new nature inspired algorithm for solving optimization problems: the Crab Mating Optimization Algorithm. The algorithm proposed is inspired from the breeding behavior of crabs in nature. We followed two main steps when developing the Crab mating optimization algorithm: (i) analyzing the breeding behavior of crabs in nature, and modeling the identified concepts and processes to fit to the optimization problem; (ii) elaborating a Crab Mating Optimization Algorithm for solving optimization problems, based on the above. The new algorithm was tested on the domain of Web service composition. The experimental results demonstrate that the algorithm is able to provide good fitness values in a short execution time.