This chapter devotes to evolutionary dynamics optimal control oriented tumor immune differential game system. Firstly, the mathematical model covering immune cells and tumor cells considering the effects of chemotherapy drugs and immune agents. Secondly, the bounded optimal control problem covering is transformed into solving HJB equation considering the actual constraints and infinite-horizon performance index based on minimize the amount of medication administered. Finally, approximate optimal control strategy is acquired through iteration dual heuristic dynamic programming algorithm avoiding dimensional disaster effectively and providing optimal treatment scheme for clinical applications.


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    Title :

    Evolutionary Dynamics Optimal Research-Oriented Tumor Immunity Architecture


    Contributors:
    Sun, Jiayue (author) / Xu, Shun (author) / Liu, Yang (author) / Zhang, Huaguang (author)

    Published in:

    Adaptive Dynamic Programming ; Chapter : 4 ; 53-75


    Publication date :

    2023-09-13


    Size :

    23 pages




    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English





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