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数据规划处理在人工神经网络中的应用 总被引:1,自引:0,他引:1
神经网络所用的样本数据以及这些数据的规划处理对网络性能和实际运用有着至关重要的影响!本文首先对神经网络在结构可靠性领域中应用的重要意义进行了探讨,然后在已有的数据处理方法的基础上提出了简便的数据规划处理算法,最后,用结构可靠度的实例验证了该算法的正确性! 相似文献
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按照综合评估法中摇珠法的运作原则对投标竞争环境进行了分析,利用概率统计的方法研究并得出了各个不同级别的投标单位的最佳投标报价策略,以期为相关单位的竞标提供一些参考。 相似文献
96.
Probabilistic models are given for estimatingthe error content in a structure afte.r thre" application of a checking strategy with given efficiency. The use of these models to optimize the level of effort expended on error control is illustrated. The analysis is carried out using-a Bayesian-decisiorv-theory approach,-and an overall model for structural decision-making is described. The applicability of the approach is illustrated by an example which considers the overall checking efficiency in the building process, combined with some failure statistics and failure cost estimates. The application of the approach to specific structural members is also discussed in the paper. 相似文献
97.
The principle of maximum entropy (POME) was employed to derive a new method of parameter estimation for the 2-parameter log-logistic distribution (LLD2). Monte Carlo simulated data were used to evaluate this method and compare it with the methods of moments (MOM), probability weighted moments (PWM), and maximum likelihood estimation (MLE). Simulation results showed that POME's performance was superior in predicting quantiles of large recurrence intervals when population coefficient of variation was greater than or equal to 1.0. In all other cases, POME's performance was comparable to other methods. In terms of parameter bias and root mean square error, POME was comparable to MLE and superior to both MOM and PWM. 相似文献
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In spite of the fact the engineers are familiar with the idea that physical systems can be modelled in various ways, it is often stated that probability theory is the only way of modelling uncertainties and degrees of belief about those uncertainties. The thesis advanced here is that within certain bounds (which are specified) there are many ways of representing uncertainty. In particular the ideas of probability and fuzzy sets are shown to be entirely compatible. A voting model is used to illustrate the argument before the basis of the formal treatment is outlined. Finally a set of conjectures are advanced about the types of problem that might best be tackled by probabilistic and fuzzy inference. 相似文献
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Chandra S. Putcha S. V. Narasimham N. Nagaraju 《Civil Engineering and Environmental Systems》2013,30(1):20-29
This paper predicts the probability of failure or short and long columns of square reinforced concrete for deterministic and probabilistic loads. The effect of various parameters; width, length of column, effective length coefficient, percentage of steel, axial load, grade of concrete and random numbers; on the probability of failure of the column is studied. The material, geometric parameters and the load are treated as probabilistic. The results for short columns show that the rate of decrease of probability of failure is a maximum with increase in width, while it increased to a maximum with increase in loads, whereas for long columns the length of column had the predominant effect. 相似文献