Comparative analysis of methods for calculating the mode of a stationary random process

Abstract

The paper considers methods for calculating the mode of a stationary random process when solving the problem of processing measurement results under conditions of a priori uncertainty. The results of the conducted studies allowed us to conclude that the most effective method for calculating the mode for a given sample is the proposed method, which allows to increase the accuracy of its calculation by at least 8 times, compared to methods based on the construction of histograms. It should be noted that the proposed method allows to provide an estimate with an error of at least 5% for samples with a number of measurements of about 5 value.

Comparative Analysis of Strength Calculation for Railway’s Flat Car Body Using Fuzzy Logic and Evolutionary Algorithms

“…After the fuzzy logic operation, we can get a multidimensional truth table and choose actions or scores according to the fuzzy results of each dimension. We take a simple example as an example of air combat [24]. According to the angle of our aircraft pointing to the opponent and the relative distance from the opponent, we give the score of "azimuth/distance situation."…”