计算力学学报2016，Vol.33Issue(5)：779-784,6.DOI:10.7511/jslx201605019
基于SiPESC通用试验设计和代理模型算法构架
Algorithmic framework for experimental design and surrogate model based on SiPESC
摘要
Abstract
Based on the service-oriented open platform SiPESC,a new general algorithmic framework for experimental design and surrogate model is proposed by using service-oriented programming technology and software design patterns method,which considers the common features of experimental design and surrogate model algorithms.The core idea of the framework is that data model and algorithmic are de-signed with loose coupling in service-oriented architectures and encapsulated in different services.The whole framework includes five basic services in both experimental design and surrogate model.The ab-straction of the basic services and the design of common interface are introduced,then,the aggregation and extending of services in this framework is given by instance.Furthermore,four experimental design methods and three surrogate model methods are implemented,two numerical verifications are employed to demonstrate the characteristics of the implemented framework.This investigation shows that the algo-rithmic framework has favorable extensibility and reusability which is applicable to the general analysis algorithm with settled procedural input and smart tasks.关键词
面向服务/SiPESC/试验设计/代理模型/算法构架Key words
service-oriented/SiPESC/experimental design/surrogate model/algorithm framework分类
数理科学引用本文复制引用
李超,李云鹏,张盛,陈飙松..基于SiPESC通用试验设计和代理模型算法构架[J].计算力学学报,2016,33(5):779-784,6.基金项目
国家自然科学基金(11372064,91315302) （11372064,91315302）
111引智计划(B14013) （B14013）
中央高校基本科研业务费专项资金(DUT15JJ(G)03)资助项目 （DUT15JJ(G）
