Fractional-order derivatives;
Mathematical cancer models;
Anti-angiogenic therapy;
Immunotherapy;
Iterative optimal control method;
The nonstandard two-step Lagrange interpolation method;
37N25;
49J15;
26A33;
FINITE-DIFFERENCE SCHEMES;
TUMOR;
EQUATIONS;
GROWTH;
FORMULATION;
TRENDS;
IMPACT;
D O I:
10.1186/s13662-020-02793-9
中图分类号:
O29 [应用数学];
学科分类号:
070104 ;
摘要:
In this work, optimal control for a fractional-order nonlinear mathematical model of cancer treatment is presented. The suggested model is determined by a system of eighteen fractional differential equations. The fractional derivative is defined in the Atangana-Baleanu Caputo sense. Necessary conditions for the control problem are derived. Two control variables are suggested to minimize the number of cancer cells. Two numerical methods are used for simulating the proposed optimal system. The methods are the iterative optimal control method and the nonstandard two-step Lagrange interpolation method. In order to validate the theoretical results, numerical simulations and comparative studies are given.
机构:
Montefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Albert Einstein Coll Med, New York, NY USAMontefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Kuo, Hsiang-Chi
Mehta, Keyur J.
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机构:
Montefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Albert Einstein Coll Med, New York, NY USAMontefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Mehta, Keyur J.
Yaparpalvi, Ravindra
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机构:
Montefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Albert Einstein Coll Med, New York, NY USAMontefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Yaparpalvi, Ravindra
Shankar, Viswanathan
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机构:
Albert Einstein Coll Med, New York, NY USA
Dept Epidemiol & Populat Hlth, New York, NY USAMontefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Shankar, Viswanathan
Bodner, William
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机构:
Montefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Albert Einstein Coll Med, New York, NY USAMontefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Bodner, William
Garg, Madhur
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机构:
Montefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Albert Einstein Coll Med, New York, NY USAMontefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Garg, Madhur
Rivera, Amanda
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机构:
Montefiore Med Ctr, Dept Radiat Oncol, New York, NY USAMontefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Rivera, Amanda
Tome, Wolfgang A.
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机构:
Montefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Albert Einstein Coll Med, New York, NY USAMontefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Tome, Wolfgang A.
Kalnicki, Shalom
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机构:
Montefiore Med Ctr, Dept Radiat Oncol, New York, NY USA
Albert Einstein Coll Med, New York, NY USAMontefiore Med Ctr, Dept Radiat Oncol, New York, NY USA