聚合物配比优化系统开发  

Development of Polymer Ratio Optimization System

作　　者：单志[1] 罗恒[1] 秦舒浩[1] 郭建兵[1] 

机构地区：[1]国家复合改性聚合物材料工程技术研究中心,贵州贵阳550014

出　　处：《塑料》2012年第6期102-104,28,共4页Plastics

基　　金：贵州省科学技术基金(黔科合J字[2010]2011号)

摘　　要：为摆脱聚合物复合改性过程中依赖经验的"试错法",基于支持向量机(SVM,Support Vector Machine)和遗传算法(GA,Genetic Algorithm)在Microsoft Visual C#平台上开发出聚合物配比优化系统,系统主要包括材料性能预测模块和材料性能优化模块。在该系统的指导下,用较少的实验获得较为理想的性能预测模型,得到了性能优化值及其配比。实验证明,该系统具有一定的应用价值。For getting rid trial-and-error method of depend on experience,polymer ratio optimization system was developed on Microsoft Visual C #, which based on Support Vector Machine and Genetic Algorithm. It mainly included module of forecasting material properties and module of optimizing material properties. Under the guidance of this system, a good prediction model on fewer number of experiments was obtained, and the value of material properties and its ratio was optimized. Experiments showed that polymer ratio optimization system had some value.

关 键 词：支持向量机 遗传算法 聚合物配比 性能预测 性能优化 

分 类 号：TP391.72[自动化与计算机技术—计算机应用技术]