Knowledge evolution algorithm
Shuang Zhang · Jisuanji yingyong yanjiu · 2009
Based on evolutionary epistemology proposed by Popper,proposed the framework of knowledge evolution algorithm(KEA)and illustrated the detailed realization of the method.Knowledge evolution algorithm had a number of group space and one knowledge space.In accordance with the guidance of knowledge,the group spaces by selecting operation put forward the new hypothesis.The group spaced and knowledge space which connected with conjecture and refutation operation evolve into the truth cooperatively.Computed the example of other literatures.By comparison of the result,it can be found that this proposed algorithm illustrated its higher searching efficiency and better stability than the binary differential evolution and the binary particle swarm optimization algorithm of other literatures.Simulation results of the example demonstrate the effectiveness of this algorithm.