基于PID的肿瘤化疗药物调度

V. Arya, Nikhil Pachauri
{"title":"基于PID的肿瘤化疗药物调度","authors":"V. Arya, Nikhil Pachauri","doi":"10.1109/SPIN.2019.8711695","DOIUrl":null,"url":null,"abstract":"The objective of this paper is to design a closed loop control scheme for optimal drug scheduling during chemotherapy. For this purpose, a PID controller is designed and implemented to regulate drug concentration and toxicity. Whale optimization technique is used to evaluate the design parameter values of PID controller leading to, WOA-PID. Further simulated annealing tuned PID (SA-PID) is also designed for comparison purpose. Simulation results reveals that WOA-PID provide effective drug scheduling during chemotherapy in comparison to SA-PID.","PeriodicalId":344030,"journal":{"name":"2019 6th International Conference on Signal Processing and Integrated Networks (SPIN)","volume":"782 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"PID Based Chemotherapeutic Drug Scheduling for Cancer Treatment\",\"authors\":\"V. Arya, Nikhil Pachauri\",\"doi\":\"10.1109/SPIN.2019.8711695\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The objective of this paper is to design a closed loop control scheme for optimal drug scheduling during chemotherapy. For this purpose, a PID controller is designed and implemented to regulate drug concentration and toxicity. Whale optimization technique is used to evaluate the design parameter values of PID controller leading to, WOA-PID. Further simulated annealing tuned PID (SA-PID) is also designed for comparison purpose. Simulation results reveals that WOA-PID provide effective drug scheduling during chemotherapy in comparison to SA-PID.\",\"PeriodicalId\":344030,\"journal\":{\"name\":\"2019 6th International Conference on Signal Processing and Integrated Networks (SPIN)\",\"volume\":\"782 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 6th International Conference on Signal Processing and Integrated Networks (SPIN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SPIN.2019.8711695\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 6th International Conference on Signal Processing and Integrated Networks (SPIN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPIN.2019.8711695","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

本文的目的是设计一个闭环控制方案,以优化化疗期间的药物调度。为此,设计并实现了PID控制器来调节药物浓度和毒性。采用鲸鱼优化技术对PID控制器的设计参数值进行评估,得到WOA-PID。进一步设计了模拟退火调谐PID (SA-PID)进行比较。仿真结果表明,与SA-PID相比,WOA-PID在化疗期间提供了有效的药物调度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PID Based Chemotherapeutic Drug Scheduling for Cancer Treatment
The objective of this paper is to design a closed loop control scheme for optimal drug scheduling during chemotherapy. For this purpose, a PID controller is designed and implemented to regulate drug concentration and toxicity. Whale optimization technique is used to evaluate the design parameter values of PID controller leading to, WOA-PID. Further simulated annealing tuned PID (SA-PID) is also designed for comparison purpose. Simulation results reveals that WOA-PID provide effective drug scheduling during chemotherapy in comparison to SA-PID.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信