{"title":"基于遗传算法的智能农业财务成本优化","authors":"Xu Gaofeng","doi":"10.1504/ijwmc.2020.10031483","DOIUrl":null,"url":null,"abstract":"Smart agriculture is an emerging application which is largely based on the incoming of the Internet of Things (IoTs). Smart agricultural system contains a lot of components and the lower layer is wireless device network. The time-serials data sensed by wireless sensor nodes is delivered by hop-hop communication which can simplify the framework of the wireless sensor network for smart agriculture, as it no longer needs multiple layers or cluster in the network. And this simple type of wireless sensor network can also work well without the help of expensive mobile devices, which reduces the financial cost. The energy cost generated by the hop-hop delivery can be greatly reduced with the optimisation of the path covering all greenhouses by genetic algorithm, which can largely decrease the investment cost and will further make smart agriculture more suitable for financial investment.","PeriodicalId":53709,"journal":{"name":"International Journal of Wireless and Mobile Computing","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2020-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimise financial cost for smart agriculture based on genetic algorithm\",\"authors\":\"Xu Gaofeng\",\"doi\":\"10.1504/ijwmc.2020.10031483\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Smart agriculture is an emerging application which is largely based on the incoming of the Internet of Things (IoTs). Smart agricultural system contains a lot of components and the lower layer is wireless device network. The time-serials data sensed by wireless sensor nodes is delivered by hop-hop communication which can simplify the framework of the wireless sensor network for smart agriculture, as it no longer needs multiple layers or cluster in the network. And this simple type of wireless sensor network can also work well without the help of expensive mobile devices, which reduces the financial cost. The energy cost generated by the hop-hop delivery can be greatly reduced with the optimisation of the path covering all greenhouses by genetic algorithm, which can largely decrease the investment cost and will further make smart agriculture more suitable for financial investment.\",\"PeriodicalId\":53709,\"journal\":{\"name\":\"International Journal of Wireless and Mobile Computing\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-08-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Wireless and Mobile Computing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1504/ijwmc.2020.10031483\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Engineering\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Wireless and Mobile Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1504/ijwmc.2020.10031483","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Engineering","Score":null,"Total":0}
Optimise financial cost for smart agriculture based on genetic algorithm
Smart agriculture is an emerging application which is largely based on the incoming of the Internet of Things (IoTs). Smart agricultural system contains a lot of components and the lower layer is wireless device network. The time-serials data sensed by wireless sensor nodes is delivered by hop-hop communication which can simplify the framework of the wireless sensor network for smart agriculture, as it no longer needs multiple layers or cluster in the network. And this simple type of wireless sensor network can also work well without the help of expensive mobile devices, which reduces the financial cost. The energy cost generated by the hop-hop delivery can be greatly reduced with the optimisation of the path covering all greenhouses by genetic algorithm, which can largely decrease the investment cost and will further make smart agriculture more suitable for financial investment.
期刊介绍:
The explosive growth of wide-area cellular systems and local area wireless networks which promise to make integrated networks a reality, and the development of "wearable" computers and the emergence of "pervasive" computing paradigm, are just the beginning of "The Wireless and Mobile Revolution". The realisation of wireless connectivity is bringing fundamental changes to telecommunications and computing and profoundly affects the way we compute, communicate, and interact. It provides fully distributed and ubiquitous mobile computing and communications, thus bringing an end to the tyranny of geography.