{"title":"Confidence complexity of computer algorithms","authors":"A. Kiktenko, M. Lunkovskiy, K. Nikiforov","doi":"10.1109/EMISSION.2014.6893971","DOIUrl":null,"url":null,"abstract":"A statistical research of an algorithm complexity as a random value was carried out via numerical experimentation using parallel computation. For a segment of input data sizes point characteristics for this random value and its confidence interval are obtained. Confidence complexity function value based on gamma-distribution is determined. The following result have been obtained: the used criteria are adequate for predicting the mean execution time and its confidence intervals for given input types.","PeriodicalId":314830,"journal":{"name":"2014 2nd 2014 2nd International Conference on Emission Electronics (ICEE)","volume":"3 2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 2nd 2014 2nd International Conference on Emission Electronics (ICEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EMISSION.2014.6893971","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
A statistical research of an algorithm complexity as a random value was carried out via numerical experimentation using parallel computation. For a segment of input data sizes point characteristics for this random value and its confidence interval are obtained. Confidence complexity function value based on gamma-distribution is determined. The following result have been obtained: the used criteria are adequate for predicting the mean execution time and its confidence intervals for given input types.
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