Knowledge Evolutionary Algorithm Based on Paradigm Shift
Yong-Qin Tao · Jisuanji gongcheng · 2012
Based on Kuhn's evolutionary epistemology idea,this paper proposes a knowledge evolutionary algorithm based on paradigm shift.The paradigm is according to the solution,and an initial knowledge base is formed.The next work is to inherit excellent knowledge individuals by inheritance operator,produce novel knowledge individuals by innovation operator,eliminate the crisis of paradigm by update operator,and accordingly realize knowledge evolution.The optimal solution of issues can be gained from the optimal knowledge individual.Experiments are taken on optimization of functions.Compared with genetic algorithm,the proposed algorithm can search the global optimal solution with less population and faster speed.