摘要
如何评价算法的求解效果是应用智能算法求解各类工程优化问题的关键.为此,结合物元分析理论,建立了一种智能算法求解效果评价的物元模型.该模型将智能算法求解效果视为事物,算法性能评价指标视为特征,算法性能评价指标值视为量值,并以定量数值表示算法求解效果属于某等级的程度大小,从而实现对智能算法求解效果的评价.实例计算结果验证了所建立评价模型是可行和有效的,为科学地选择合适的智能算法去求解优化问题提供了一条崭新的思路.
How to evaluate the solution effect of the intelligent algorithm is the key for solving all kinds of engineer- ing optimization problems using of intelligent algorithm, therefore combined with matter element analysis theory, an intelligent algorithm for evaluation of effects of matter element model is founded. This model can show solution effect of the intelligent algorithm as things, algorithm performance evaluation index as a feature, algorithm perform- ance evaluation index value as value of feature, and quantitatively show the degree of pavement condition belonging to one grade, in order to achieve the evaluation of solution effect of intelligent algorithm. The results verify the ef- fectiveness of examples to establish a new evaluation model is feasible and effective, for scientifically selecting the appropriate intelligent algorithm to solve the optimization problem provides a new way of thanking.
出处
《微电子学与计算机》
CSCD
北大核心
2011年第4期18-20,25,共4页
Microelectronics & Computer
关键词
物元分析
智能算法
性能评价指标
效果评价
Matter Element Analysis
intelligent algorithm
performance evaluation index
effect evaluation
