智能投资组合理论与商品期货交易

Heping Pan
{"title":"智能投资组合理论与商品期货交易","authors":"Heping Pan","doi":"10.1109/INDIN45582.2020.9442101","DOIUrl":null,"url":null,"abstract":"This paper presents a specific form of the Intelligent Portfolio Theory for trading in commodity futures markets. The theory is based on the recognition of the reality that any single trading strategy is bounded in rationality, so it is unable to remain profitable consistently over time; thus an intelligent portfolio consists of a multi-market portfolio of which capital allocation on each market is managed by a multi-strategy portfolio. In Chinese commodity futures markets, 3 futures are selected; and 2 trading strategies are developed and applied on each of the selected futures. This specific intelligent portfolio trading system is tested on historical intraday data, and the result exhibits superior performance with the least maximum drawdown and the biggest reward-to-risk ratio.","PeriodicalId":185948,"journal":{"name":"2020 IEEE 18th International Conference on Industrial Informatics (INDIN)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Intelligent Portfolio Theory and Trading in Commodity Futures\",\"authors\":\"Heping Pan\",\"doi\":\"10.1109/INDIN45582.2020.9442101\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a specific form of the Intelligent Portfolio Theory for trading in commodity futures markets. The theory is based on the recognition of the reality that any single trading strategy is bounded in rationality, so it is unable to remain profitable consistently over time; thus an intelligent portfolio consists of a multi-market portfolio of which capital allocation on each market is managed by a multi-strategy portfolio. In Chinese commodity futures markets, 3 futures are selected; and 2 trading strategies are developed and applied on each of the selected futures. This specific intelligent portfolio trading system is tested on historical intraday data, and the result exhibits superior performance with the least maximum drawdown and the biggest reward-to-risk ratio.\",\"PeriodicalId\":185948,\"journal\":{\"name\":\"2020 IEEE 18th International Conference on Industrial Informatics (INDIN)\",\"volume\":\"23 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-07-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE 18th International Conference on Industrial Informatics (INDIN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/INDIN45582.2020.9442101\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 18th International Conference on Industrial Informatics (INDIN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INDIN45582.2020.9442101","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

本文提出了智能投资组合理论在商品期货市场交易中的一种具体形式。这一理论是基于对现实的认识,即任何单一的交易策略在理性上都是有限的,因此它无法长期保持盈利;因此,智能投资组合由多市场投资组合组成,其中每个市场的资本配置由多策略投资组合管理。在中国商品期货市场,选择了3个期货;并开发了两种交易策略,并应用于每种选定的期货。该智能组合交易系统在历史盘中数据上进行了测试,结果显示该系统以最小的最大回调和最大的风险回报比表现出优异的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Intelligent Portfolio Theory and Trading in Commodity Futures
This paper presents a specific form of the Intelligent Portfolio Theory for trading in commodity futures markets. The theory is based on the recognition of the reality that any single trading strategy is bounded in rationality, so it is unable to remain profitable consistently over time; thus an intelligent portfolio consists of a multi-market portfolio of which capital allocation on each market is managed by a multi-strategy portfolio. In Chinese commodity futures markets, 3 futures are selected; and 2 trading strategies are developed and applied on each of the selected futures. This specific intelligent portfolio trading system is tested on historical intraday data, and the result exhibits superior performance with the least maximum drawdown and the biggest reward-to-risk ratio.
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
自引率
0.00%
发文量
0
期刊最新文献
A GWO-AFSA-SVM Model-Based Fault Pattern Recognition for the Power Equipment of Autonomous vessels System and Software Engineering, Runtime Intelligence Sentiment Analysis of Chinese E-commerce Reviews Based on BERT IoT - and blockchain-enabled credible scheduling in cloud manufacturing: a systemic framework Industry Digitalisation, Digital Twins in Industrial Applications
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1