Fast drug scheduling optimization approach for cancer chemotherapy
Refereed conference paper presented and published in conference proceedings


香港中文大学研究人员 ( 现职)

莫树锦教授 (肿瘤学系)

梁广锡教授 (计算机科学与工程学系)

梁勇博士 (计算机科学与工程学系)

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Scopushttp://aims.cuhk.edu.hk/converis/portal/Publication/0Scopus source URL

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摘要In this paper, we propose a novel fast evolutionary algorithm - cycle-wise genetic algorithm (CWGA) based on the theoretical analyses of a drug scheduling mathematical model for cancer chemotherapy. CWGA is more efficient than other existing algorithms to solve the drug scheduling optimization problem. Moreover, its simulation results match well with the clinical treatment experience, and can provide much more drug scheduling policies for a doctor to choose depending on the particular conditions of the patients. CWGA also can be widely used to solve other kinds of the real dynamic systems. ? Springer-Verlag Berlin Heidelberg 2http://aims.cuhk.edu.hk/converis/portal/Publication/0http://aims.cuhk.edu.hk/converis/portal/Publication/07.

着者Liang Y., Leung K.-S., Mok T.S.K.
会议名称7th International Conference on Computational Science, ICCS 2http://aims.cuhk.edu.hk/converis/portal/Publication/0http://aims.cuhk.edu.hk/converis/portal/Publication/07
会议开始日27.http://aims.cuhk.edu.hk/converis/portal/Publication/05.2http://aims.cuhk.edu.hk/converis/portal/Publication/0http://aims.cuhk.edu.hk/converis/portal/Publication/07
会议完结日3http://aims.cuhk.edu.hk/converis/portal/Publication/0.http://aims.cuhk.edu.hk/converis/portal/Publication/05.2http://aims.cuhk.edu.hk/converis/portal/Publication/0http://aims.cuhk.edu.hk/converis/portal/Publication/07
会议地点Beijing
会议国家中国
详细描述organized by ICCS ,
出版年份2http://aims.cuhk.edu.hk/converis/portal/Publication/0http://aims.cuhk.edu.hk/converis/portal/Publication/07
月份12
日期1
卷号449http://aims.cuhk.edu.hk/converis/portal/Publication/0 LNCS
期次PART 4
出版社Springer Verlag
出版地Germany
页次1http://aims.cuhk.edu.hk/converis/portal/Publication/099 - 11http://aims.cuhk.edu.hk/converis/portal/Publication/07
国际标準书号978354http://aims.cuhk.edu.hk/converis/portal/Publication/0725893
国际标準期刊号http://aims.cuhk.edu.hk/converis/portal/Publication/03http://aims.cuhk.edu.hk/converis/portal/Publication/02-9743
语言英式英语

关键词Drug scheduling model, Genetic algorithm