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引用次数: 11
摘要
这篇概括性的文章给出了与路径方法相反的马尔可夫过程对偶性的代数方法的初步介绍。在代数方法中,马尔可夫生成器被写成简单算子的乘积的和,每个算子对某些对偶函数都有对偶。我们详细讨论了Giardin\ ' a, Redig和其他人最近提出的建议,即选择这些更简单的算子,使它们形成一些已知李代数的不可约表示,这可能是一个好主意。特别是,我们收集了李代数表示的必要背景,这对这种方法至关重要。我们还讨论了Lloyd和Sudbury关于乘积形式对偶函数的旧工作以及缠结与对偶的关系。
The Algebraic Approach to Duality: An Introduction
This survey article gives an elementary introduction to the algebraic approach to Markov process duality, as opposed to the pathwise approach. In the algebraic approach, a Markov generator is written as the sum of products of simpler operators, which each have a dual with respect to some duality function. We discuss at length the recent suggestion by Giardin\`a, Redig, and others, that it may be a good idea to choose these simpler operators in such a way that they form an irreducible representation of some known Lie algebra. In particular, we collect the necessary background on representations of Lie algebras that is crucial for this approach. We also discuss older work by Lloyd and Sudbury on duality functions of product form and the relation between intertwining and duality.