仿真模型验证方法综述

doi:10.16182/j.issn1004731x.joss.19-0250

摘要/Abstract

摘要： 建模与仿真现已成为人们认识和研究客观世界的重要途径,而仿真模型可信是开展仿真活动的前提和基础。随着仿真对象的复杂化和用户对仿真应用需求的提高,仿真模型呈现出多种复杂特性,致使仿真模型验证面临诸多挑战。综述了仿真模型验证相关概念、发展历程,对已有验证方法进行分类,总结其适用条件并给出若干模型验证新方法。在此基础上,分析仿真模型验证面临的新问题,指明未来研究方向。

关键词: 建模与仿真, 复杂仿真, 模型验证, 仿真结果验证

Abstract: Modeling and simulation has become an important way to cognize and research objective world, and the credibility of simulation models is the premise and basics for carrying out simulation activities. The ever-increasing complexity of the simulation objects and demands of simulation applications for users lead to a great challenge in validation of complex simulation model, which characterize a variety of complex features. This paper aims to summarize the concepts and development of simulation model validation, classify existing validation methods, analysis the applicable conditions of these methods and provide a brief review of some new validation methods. Furthermore, some emerging issues in the simulation model validation are analyzed to shed some light on the future research directions.

Key words: modeling and simulation, complex simulation, model validation, simulation result validation

中图分类号:

TP391.9

李伟, 周玉臣, 林圣琳, 马萍, 杨明. 仿真模型验证方法综述[J]. 系统仿真学报, 2019, 31(7): 1249-1256.

Li Wei, Zhou Yuchen, Lin Shenglin, Ma Ping, Yang Ming. Review of Simulation Model Validation Methods[J]. Journal of System Simulation, 2019, 31(7): 1249-1256.

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