In this paper we address the question of determining optimal chemotherapy strategies to prevent the growth of brain tumor population. To do so, we consider a reaction-diffusion model which describes the diffusion and proliferation of tumor cells and a minimization problem corresponding to it. We shall establish that the optimization problem admits a solution and obtain a necessary condition for the minimizer. In a specific case, the optimizer is calculated explicitly, and we prove that it is unique. Then, a gradient-based efficient numerical algorithm is developed in order to determine the optimizer. Our results suggest a bang-bang chemotherapy strategy in a cycle which starts at the maximum dose and terminates with a rest period. Numerical simulations based upon our algorithm on a real brain image show that this is in line with the maximum tolerated dose (MTD), a standard chemotherapy protocol.
机构:
Shanxi Univ, Complex Syst Res Ctr, Taiyuan 030006, Shanxi, Peoples R ChinaShanxi Univ, Complex Syst Res Ctr, Taiyuan 030006, Shanxi, Peoples R China
Chang, Lili
Gao, Shupeng
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Northwestern Polytech Univ, Sch Mech Engn, Xian 710072, Shaanxi, Peoples R China
Northwestern Polytech Univ, Sch Artificial Intelligence Opt & Elect iOPEN, Xian 710072, Shaanxi, Peoples R ChinaShanxi Univ, Complex Syst Res Ctr, Taiyuan 030006, Shanxi, Peoples R China
Gao, Shupeng
Wang, Zhen
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Northwestern Polytech Univ, Sch Mech Engn, Xian 710072, Shaanxi, Peoples R China
Northwestern Polytech Univ, Sch Artificial Intelligence Opt & Elect iOPEN, Xian 710072, Shaanxi, Peoples R ChinaShanxi Univ, Complex Syst Res Ctr, Taiyuan 030006, Shanxi, Peoples R China
机构:
Yonsei Univ, Dept Computat Sci & Engn, 50 Yonsei Ro, Seoul 120749, South KoreaYonsei Univ, Dept Computat Sci & Engn, 50 Yonsei Ro, Seoul 120749, South Korea
Jang, Junyoung
Kwon, Hee-Dae
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Inha Univ, Dept Math, 100 Inharo, Incheon 402751, South KoreaYonsei Univ, Dept Computat Sci & Engn, 50 Yonsei Ro, Seoul 120749, South Korea
Kwon, Hee-Dae
Lee, Jeehyun
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Yonsei Univ, Dept Computat Sci & Engn, 50 Yonsei Ro, Seoul 120749, South Korea
Yonsei Univ, Dept Math, 50 Yonsei Ro, Seoul 120749, South KoreaYonsei Univ, Dept Computat Sci & Engn, 50 Yonsei Ro, Seoul 120749, South Korea
机构:
Northwestern Polytech Univ, Sch Mech Engn, Xi'an 710072, Peoples R China
Northwestern Polytech Univ, Sch Artificial Intelligence Opt Elect iOPEN, Xi'an 710072, Peoples R ChinaNorthwestern Polytech Univ, Sch Mech Engn, Xi'an 710072, Peoples R China
Gao, Shupeng
Chang, Lili
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Shanxi Univ, Complex Syst Res Ctr, Taiyuan 030006, Peoples R China
Shanxi Key Lab Math Tech & Big Data Anal Dis Contr, Taiyuan 030006, Peoples R ChinaNorthwestern Polytech Univ, Sch Mech Engn, Xi'an 710072, Peoples R China
Chang, Lili
Romic, Ivan
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Northwestern Polytech Univ, Sch Artificial Intelligence Opt Elect iOPEN, Xi'an 710072, Peoples R China
Yunnan Univ Finance & Econ, Stat & Math Coll, Kunming 650221, Peoples R China
Osaka City Univ, Grad Sch Econ, Osaka, 5588585, JapanNorthwestern Polytech Univ, Sch Mech Engn, Xi'an 710072, Peoples R China
Romic, Ivan
Wang, Zhen
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Northwestern Polytech Univ, Sch Mech Engn, Xi'an 710072, Peoples R China
Northwestern Polytech Univ, Sch Artificial Intelligence Opt Elect iOPEN, Xi'an 710072, Peoples R ChinaNorthwestern Polytech Univ, Sch Mech Engn, Xi'an 710072, Peoples R China
Wang, Zhen
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Jusup, Marko
Holme, Petter
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Inst Innovat Res, Tokyo Inst Technol, Tokyo Tech World Hub Res Initiat WRHI, Yokohama, 1528550, JapanNorthwestern Polytech Univ, Sch Mech Engn, Xi'an 710072, Peoples R China