LONG-RUN IMPULSE CONTROL WITH GENERALIZED DISCOUNTING

被引:0
|
作者
Jelito, Damian [1 ]
Stettner, Lukasz [1 ]
机构
[1] Inst Math, Polish Acad Sci, PL-00656 Warsaw, Poland
关键词
impulse control; average cost per unit time; nonexponential discounting; generalized discounting; Bellman equation; INCONSISTENT STOCHASTIC-CONTROL; AVERAGE COST; UNIT TIME; MODEL;
D O I
10.1137/23M1582539
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we investigate the effects of applying generalized (nonexponential) discounting on a long -run impulse control problem for a Feller-Markov process. We show that the optimal value of the discounted problem is the same as the optimal value of its undiscounted version. Next, we prove that an optimal strategy for the undiscounted discrete -time functional is also optimal for the discrete -time discounted criterion and nearly optimal for the continuous -time discounted one. This shows that the discounted problem, being time -inconsistent in nature, admits a time -consistent solution. Also, instead of a complex time -dependent Bellman equation, one may consider its simpler time -independent version.
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页码:853 / 876
页数:24
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