单调函数法及其在碳氢化合物矿藏预测中的应用

IF 0.4 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
K. N. Petrov
{"title":"单调函数法及其在碳氢化合物矿藏预测中的应用","authors":"K. N. Petrov","doi":"10.1134/s106422692312015x","DOIUrl":null,"url":null,"abstract":"<p><b>Abstract</b>—A solution to the problem of compiling decision rules for determining possible oil and gas fields in the territory of Western Siberia by the method of monotonic functions is proposed. The method is based on a model in which the decision rule is sought in the class of monotonic functions on the feature space. This method was applied first to solving the binary classification problem when choosing the type of operation for patients with prostate cancer. In this paper, an example of applying the method to the classification problem in geosciences is considered. The results of the method showed quite high estimates of the probability of identifying possible deposits, with fairly low error probabilities.</p>","PeriodicalId":50229,"journal":{"name":"Journal of Communications Technology and Electronics","volume":null,"pages":null},"PeriodicalIF":0.4000,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Method of Monotonic Functions and Its Application to the Forecast of Hydrocarbon Deposits\",\"authors\":\"K. N. Petrov\",\"doi\":\"10.1134/s106422692312015x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><b>Abstract</b>—A solution to the problem of compiling decision rules for determining possible oil and gas fields in the territory of Western Siberia by the method of monotonic functions is proposed. The method is based on a model in which the decision rule is sought in the class of monotonic functions on the feature space. This method was applied first to solving the binary classification problem when choosing the type of operation for patients with prostate cancer. In this paper, an example of applying the method to the classification problem in geosciences is considered. The results of the method showed quite high estimates of the probability of identifying possible deposits, with fairly low error probabilities.</p>\",\"PeriodicalId\":50229,\"journal\":{\"name\":\"Journal of Communications Technology and Electronics\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.4000,\"publicationDate\":\"2024-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Communications Technology and Electronics\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://doi.org/10.1134/s106422692312015x\",\"RegionNum\":4,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Communications Technology and Electronics","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1134/s106422692312015x","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

摘要

摘要 提出了用单调函数法编制确定西西伯利亚境内可能的油气田的决策规则的解决方案。该方法基于一个模型,在该模型中,决策规则在特征空间的单调函数类中寻找。该方法首先应用于解决前列腺癌患者选择手术类型时的二元分类问题。本文考虑了将该方法应用于地理科学分类问题的实例。该方法的结果显示,识别可能矿藏的概率估计值相当高,误差概率相当低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Method of Monotonic Functions and Its Application to the Forecast of Hydrocarbon Deposits

Method of Monotonic Functions and Its Application to the Forecast of Hydrocarbon Deposits

Abstract—A solution to the problem of compiling decision rules for determining possible oil and gas fields in the territory of Western Siberia by the method of monotonic functions is proposed. The method is based on a model in which the decision rule is sought in the class of monotonic functions on the feature space. This method was applied first to solving the binary classification problem when choosing the type of operation for patients with prostate cancer. In this paper, an example of applying the method to the classification problem in geosciences is considered. The results of the method showed quite high estimates of the probability of identifying possible deposits, with fairly low error probabilities.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
1.00
自引率
20.00%
发文量
170
审稿时长
10.5 months
期刊介绍: Journal of Communications Technology and Electronics is a journal that publishes articles on a broad spectrum of theoretical, fundamental, and applied issues of radio engineering, communication, and electron physics. It publishes original articles from the leading scientific and research centers. The journal covers all essential branches of electromagnetics, wave propagation theory, signal processing, transmission lines, telecommunications, physics of semiconductors, and physical processes in electron devices, as well as applications in biology, medicine, microelectronics, nanoelectronics, electron and ion emission, etc.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信