{"title":"基于遗传算法的速度策略模型求解","authors":"Te-Lan Wen, R. Gao, Yongzi Guo, Yanbo Tao","doi":"10.25236/fsr.2022.040307","DOIUrl":null,"url":null,"abstract":": Cycling Road races are divided into standard time trials, team time trials and individual time trials, which pose a great challenge to the physical fitness of cyclists. In this paper, the power curve model and speed adjustment strategy model are established, and the genetic algorithm method is used to formulate competition strategies for different tracks and different players. The research on this issue can provide guidance for cyclists and help them achieve better results.In order to determine the relationship between the driver’s position on the track and the driver’s strength, this paper establishes a speed adjustment strategy model according to the force analysis. It is essentially a single-objective optimization model. Combining these two models provides runners with instruction in road cycling competitions.In this paper, the genetic algorithm is used to solve the model, and comprehensively considers other factors such as weather and player psychology.","PeriodicalId":326635,"journal":{"name":"Frontiers in Sport Research","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Solution of Speed Policy Model Based on Genetic Algorithm\",\"authors\":\"Te-Lan Wen, R. Gao, Yongzi Guo, Yanbo Tao\",\"doi\":\"10.25236/fsr.2022.040307\",\"DOIUrl\":null,\"url\":null,\"abstract\":\": Cycling Road races are divided into standard time trials, team time trials and individual time trials, which pose a great challenge to the physical fitness of cyclists. In this paper, the power curve model and speed adjustment strategy model are established, and the genetic algorithm method is used to formulate competition strategies for different tracks and different players. The research on this issue can provide guidance for cyclists and help them achieve better results.In order to determine the relationship between the driver’s position on the track and the driver’s strength, this paper establishes a speed adjustment strategy model according to the force analysis. It is essentially a single-objective optimization model. Combining these two models provides runners with instruction in road cycling competitions.In this paper, the genetic algorithm is used to solve the model, and comprehensively considers other factors such as weather and player psychology.\",\"PeriodicalId\":326635,\"journal\":{\"name\":\"Frontiers in Sport Research\",\"volume\":\"27 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Frontiers in Sport Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.25236/fsr.2022.040307\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Sport Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.25236/fsr.2022.040307","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Solution of Speed Policy Model Based on Genetic Algorithm
: Cycling Road races are divided into standard time trials, team time trials and individual time trials, which pose a great challenge to the physical fitness of cyclists. In this paper, the power curve model and speed adjustment strategy model are established, and the genetic algorithm method is used to formulate competition strategies for different tracks and different players. The research on this issue can provide guidance for cyclists and help them achieve better results.In order to determine the relationship between the driver’s position on the track and the driver’s strength, this paper establishes a speed adjustment strategy model according to the force analysis. It is essentially a single-objective optimization model. Combining these two models provides runners with instruction in road cycling competitions.In this paper, the genetic algorithm is used to solve the model, and comprehensively considers other factors such as weather and player psychology.