Based on study of the existed evolutionary algorithms ’property and enlightened by the immune principle of creature,a novel evolutionary algorithm-IEA is proposed.As a global optimization algorithm,IEA depends on the...Based on study of the existed evolutionary algorithms ’property and enlightened by the immune principle of creature,a novel evolutionary algorithm-IEA is proposed.As a global optimization algorithm,IEA depends on the elitist of the parent population to gener-ate the offspring,and it pursues the convergence of the elitist in stead of that of population.Besides,in order to increase convergent speed and overcome premature convergence,the certain ways are adopted to guide the random search dynamically in the evolutionary pro-cess.The application in the water surface profile shows that the IEA achieves good results.展开更多
文摘Based on study of the existed evolutionary algorithms ’property and enlightened by the immune principle of creature,a novel evolutionary algorithm-IEA is proposed.As a global optimization algorithm,IEA depends on the elitist of the parent population to gener-ate the offspring,and it pursues the convergence of the elitist in stead of that of population.Besides,in order to increase convergent speed and overcome premature convergence,the certain ways are adopted to guide the random search dynamically in the evolutionary pro-cess.The application in the water surface profile shows that the IEA achieves good results.
