{"title":"粒子随机性建模:伪随机数生成器","authors":"Chloe Dunmire, Amber Wagner","doi":"10.1145/3564746.3587025","DOIUrl":null,"url":null,"abstract":"This paper discusses the development of a new pseudorandom number generator (PRNG) based on chaotic billiards and particle randomness. In this new system, two massless particles bounce, teleport, and collide with each other inside of the classic Sinai Billiard. Random sequences are generated based on the collision coordinates of two particles as they bounce off of the circular center billiard wall. Three statistical tests conducted on the generated sequences indicate the generator produces sequences comparable to truly random sequences. In addition to discussing the results of the three statistical analysis, this paper details how the model is set up and how the pseudorandom sequence is produced.","PeriodicalId":322431,"journal":{"name":"Proceedings of the 2023 ACM Southeast Conference","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Modeling Particle Randomness: A Pseudorandom Number Generator\",\"authors\":\"Chloe Dunmire, Amber Wagner\",\"doi\":\"10.1145/3564746.3587025\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper discusses the development of a new pseudorandom number generator (PRNG) based on chaotic billiards and particle randomness. In this new system, two massless particles bounce, teleport, and collide with each other inside of the classic Sinai Billiard. Random sequences are generated based on the collision coordinates of two particles as they bounce off of the circular center billiard wall. Three statistical tests conducted on the generated sequences indicate the generator produces sequences comparable to truly random sequences. In addition to discussing the results of the three statistical analysis, this paper details how the model is set up and how the pseudorandom sequence is produced.\",\"PeriodicalId\":322431,\"journal\":{\"name\":\"Proceedings of the 2023 ACM Southeast Conference\",\"volume\":\"15 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-04-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2023 ACM Southeast Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3564746.3587025\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2023 ACM Southeast Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3564746.3587025","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Modeling Particle Randomness: A Pseudorandom Number Generator
This paper discusses the development of a new pseudorandom number generator (PRNG) based on chaotic billiards and particle randomness. In this new system, two massless particles bounce, teleport, and collide with each other inside of the classic Sinai Billiard. Random sequences are generated based on the collision coordinates of two particles as they bounce off of the circular center billiard wall. Three statistical tests conducted on the generated sequences indicate the generator produces sequences comparable to truly random sequences. In addition to discussing the results of the three statistical analysis, this paper details how the model is set up and how the pseudorandom sequence is produced.
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