Research on image cluster based on bacterial foraging optimization algorithm
Shuying Yang · Journal of Tianjin Normal University · 2012
Bacterial foraging optimization algorithm is used for researching image clustering problem.Swarm intelligent model is used for achieving the search for the solution.Firstly,image characteristic is extracted to determine the coding solution form and the population is initialized.Then migrating operator,breeding operator and chemotaxis operator of the bacterial foraging optimization algorithm are employed to realize mutual cooperation and competition among individuals within the group,and the search capability of the algorithm is improved.Finally,the results of experiment show that the proposed algorithm is of strong adaptability and robustness.