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INTERVAL ARITHMETICS BASED NUMERICAL SOLUTION OF LINEAR SYSTEMS OF EQUATIONS FOR NON-DETERMINISTIC ANALYSIS OF STRUCTURES

机译:基于间隔的基于算术的结构线性系统的数值解

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Industrial companies are being more and more interested in the non-deterministic aspects of system, structure and process design, and beyond, in the non-deterministic analysis and optimisation outcomes. The main difficulties of stochastic approaches lie in the evaluation of the statistical distributions of the structural responses. Current methods fall in two categories, with Monte-Carlo methods whose computational costs become prohibitive as the number of parameters increases or the expected confidence levels are high and Stochastic Finite Element methods whose assumptions may be restrictive. In order to calculate the statistical distributions of structural responses, an original method is proposed. The method, which uses interval arithmetics, seems promising in terms of performance and suitability for intensive numerical treatment.
机译:在非确定性分析和优化结果中,工业公司对系统,结构和过程设计的非确定性方面更感兴趣,而不是更加感兴趣的。随机方法的主要困难在于评估结构反应的统计分布。当前方法分为两类,蒙特卡罗方法,其计算成本随着参数次数变得越来越长,或者预期的置信水平是高且随机有限元方法,其假设可能是限制性的。为了计算结构响应的统计分布,提出了一种原始方法。使用间隔算法的方法似乎在性能和适用性方面具有重要性,对密集数值治疗。

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