{"title":"内向随机反应系统的非爆炸性","authors":"Chuang Xu","doi":"arxiv-2409.05340","DOIUrl":null,"url":null,"abstract":"Reaction networks have been widely used as generic models in diverse areas of\napplied science, such as biology, chemistry, ecology, epidemiology, and\ncomputer science. Reaction networks incorporating noisy effect are modelled as\ncontinuous time Markov chains (CTMC), and are called stochastic reaction\nsystems. Non-explosivity is a concept that characterizes regularity of CTMCs.\nIn this paper, we study non-explosivity of stochastic reaction systems, in the\nsense of their underlying CTMCs. By constructing a simple linear Lyapunov\nfunction, we obtain non-explosivity for a class of endotactic stochastic\nreaction systems containing second-order endotactic stochastic mass-action\nsystems as a subset. As a consequence, we prove that every bimolecular weakly\nreversible stochastic mass-action system is non-explosive. We apply our results\nto diverse models in biochemistry, epidemiology, ecology, and synthetic biology\nin the literature.","PeriodicalId":501325,"journal":{"name":"arXiv - QuanBio - Molecular Networks","volume":"11 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Non-explosivity of endotactic stochastic reaction systems\",\"authors\":\"Chuang Xu\",\"doi\":\"arxiv-2409.05340\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Reaction networks have been widely used as generic models in diverse areas of\\napplied science, such as biology, chemistry, ecology, epidemiology, and\\ncomputer science. Reaction networks incorporating noisy effect are modelled as\\ncontinuous time Markov chains (CTMC), and are called stochastic reaction\\nsystems. Non-explosivity is a concept that characterizes regularity of CTMCs.\\nIn this paper, we study non-explosivity of stochastic reaction systems, in the\\nsense of their underlying CTMCs. By constructing a simple linear Lyapunov\\nfunction, we obtain non-explosivity for a class of endotactic stochastic\\nreaction systems containing second-order endotactic stochastic mass-action\\nsystems as a subset. As a consequence, we prove that every bimolecular weakly\\nreversible stochastic mass-action system is non-explosive. We apply our results\\nto diverse models in biochemistry, epidemiology, ecology, and synthetic biology\\nin the literature.\",\"PeriodicalId\":501325,\"journal\":{\"name\":\"arXiv - QuanBio - Molecular Networks\",\"volume\":\"11 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - QuanBio - Molecular Networks\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.05340\",\"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 - QuanBio - Molecular Networks","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.05340","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Non-explosivity of endotactic stochastic reaction systems
Reaction networks have been widely used as generic models in diverse areas of
applied science, such as biology, chemistry, ecology, epidemiology, and
computer science. Reaction networks incorporating noisy effect are modelled as
continuous time Markov chains (CTMC), and are called stochastic reaction
systems. Non-explosivity is a concept that characterizes regularity of CTMCs.
In this paper, we study non-explosivity of stochastic reaction systems, in the
sense of their underlying CTMCs. By constructing a simple linear Lyapunov
function, we obtain non-explosivity for a class of endotactic stochastic
reaction systems containing second-order endotactic stochastic mass-action
systems as a subset. As a consequence, we prove that every bimolecular weakly
reversible stochastic mass-action system is non-explosive. We apply our results
to diverse models in biochemistry, epidemiology, ecology, and synthetic biology
in the literature.