Dynamic programming viscosity solution approach and its applications to optimal control problems

Bing Sun*, Zhen Zhen Tao, Yang Yang Wang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节章节同行评审

7 引用 (Scopus)

摘要

This chapter is concerned with optimal control problems of dynamical systems described by partial differential equations (PDEs). Firstly, using the Dubovitskii-Milyutin approach, we obtain the necessary condition of optimality, i.e., the Pontryagin maximum principle for optimal control problem of an age-structured population dynamics for spread of universally fatal diseases. Secondly, for an optimal birth control problem of a McKendrick type age-structured population dynamics, we establish the optimal feedback control laws by the dynamic programming viscosity solution (DPVS) approach. Finally, for a well-adapted upwind finite-difference numerical scheme for the HJB equation arising in optimal control, we prove its convergence and show that the solution from this finite-difference scheme converges to the value function of the associated optimal control problem.

源语言英语
主期刊名Studies in Systems, Decision and Control
出版商Springer International Publishing
363-420
页数58
DOI
出版状态已出版 - 2019

出版系列

姓名Studies in Systems, Decision and Control
200
ISSN(印刷版)2198-4182
ISSN(电子版)2198-4190

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