{"title":"金融市场的信息熵:利用开放量子系统为随机过程建模","authors":"Will Hicks","doi":"arxiv-2406.20027","DOIUrl":null,"url":null,"abstract":"We discuss the role of information entropy on the behaviour of random\nprocesses, and how this might take effect in the dynamics of financial market\nprices. We then go on to show how the Open Quantum Systems approach can be used\nas a more flexible alternative to classical methods in terms of modelling the\nentropy gain of a random process. We start by describing an open quantum system\nthat can be used to model the state of a financial market. We then go on to\nshow how to represent an essentially classical diffusion in this framework.\nFinally, we show how by relaxing certain assumptions, one can generate\ninteresting and essentially non-classical results, which are highlighted\nthrough numerical simulations.","PeriodicalId":501084,"journal":{"name":"arXiv - QuantFin - Mathematical Finance","volume":"23 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Information Entropy of the Financial Market: Modelling Random Processes Using Open Quantum Systems\",\"authors\":\"Will Hicks\",\"doi\":\"arxiv-2406.20027\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We discuss the role of information entropy on the behaviour of random\\nprocesses, and how this might take effect in the dynamics of financial market\\nprices. We then go on to show how the Open Quantum Systems approach can be used\\nas a more flexible alternative to classical methods in terms of modelling the\\nentropy gain of a random process. We start by describing an open quantum system\\nthat can be used to model the state of a financial market. We then go on to\\nshow how to represent an essentially classical diffusion in this framework.\\nFinally, we show how by relaxing certain assumptions, one can generate\\ninteresting and essentially non-classical results, which are highlighted\\nthrough numerical simulations.\",\"PeriodicalId\":501084,\"journal\":{\"name\":\"arXiv - QuantFin - Mathematical Finance\",\"volume\":\"23 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-06-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - QuantFin - Mathematical Finance\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2406.20027\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - QuantFin - Mathematical Finance","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2406.20027","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Information Entropy of the Financial Market: Modelling Random Processes Using Open Quantum Systems
We discuss the role of information entropy on the behaviour of random
processes, and how this might take effect in the dynamics of financial market
prices. We then go on to show how the Open Quantum Systems approach can be used
as a more flexible alternative to classical methods in terms of modelling the
entropy gain of a random process. We start by describing an open quantum system
that can be used to model the state of a financial market. We then go on to
show how to represent an essentially classical diffusion in this framework.
Finally, we show how by relaxing certain assumptions, one can generate
interesting and essentially non-classical results, which are highlighted
through numerical simulations.