BSE, BSDE和不动点问题

IF 2.1 1区 数学 Q1 STATISTICS & PROBABILITY Annals of Probability Pub Date : 2014-10-06 DOI:10.1214/16-AOP1149
Patrick Cheridito, Kihun Nam
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引用次数: 19

摘要

本文介绍了一类后向随机方程(bse),它扩展了经典的后向随机方程,包括许多有趣的广义后向随机方程和半鞅后向方程的例子。我们证明了BSE可以转化为随机向量空间中的不动点问题。这使得可以使用一般的不动点论证来确定解的存在性。例如,Banach的收缩映射定理可用于推导具有Lipschitz系数的方程的一般存在唯一性结果,而schauder型不动点参数可用于非Lipschitz方程。这种方法对多维方程和一维方程同样有效,并在一些有趣的情况下得到结果,如具有路径相关系数的方程、预测方程、mckean - vlasov型方程和具有超线性增长系数的方程。
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BSE’s, BSDE’s and fixed-point problems
In this paper, we introduce a class of backward stochastic equations (BSEs) that extend classical BSDEs and include many interesting examples of generalized BSDEs as well as semimartingale backward equations. We show that a BSE can be translated into a fixed-point problem in a space of random vectors. This makes it possible to employ general fixed-point arguments to establish the existence of a solution. For instance, Banach’s contraction mapping theorem can be used to derive general existence and uniqueness results for equations with Lipschitz coefficients, whereas Schauder-type fixed-point arguments can be applied to non-Lipschitz equations. The approach works equally well for multidimensional as for one-dimensional equations and leads to results in several interesting cases such as equations with path-dependent coefficients, anticipating equations, McKean–Vlasov-type equations and equations with coefficients of superlinear growth.
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来源期刊
Annals of Probability
Annals of Probability 数学-统计学与概率论
CiteScore
4.60
自引率
8.70%
发文量
61
审稿时长
6-12 weeks
期刊介绍: The Annals of Probability publishes research papers in modern probability theory, its relations to other areas of mathematics, and its applications in the physical and biological sciences. Emphasis is on importance, interest, and originality – formal novelty and correctness are not sufficient for publication. The Annals will also publish authoritative review papers and surveys of areas in vigorous development.
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