@inproceedings{a3501975f56744869f2fdbc2d68bb904,

title = "An iterative algorithm for sampling from manifolds",

abstract = "We develop an algorithm that generates samples from a given probability distribution on a manifold embedded in a Euclidean space based only on the ability to evaluate the mapping defined by the parametrization of the manifold. In particular, we do not assume the ability to evaluate the derivatives of the mapping and the ability to tell whether a given point in the ambient space belongs to the manifold or not. The new approach is useful when the manifold is analytically intractable and highly nonlinear - for example, in studying complex regulatory networks in systems biology where the mapping is typically defined by the solution of a system of ordinary differential equations.",

author = "Rhee, {Chang Han} and Enlu Zhou and Peng Qiu",

year = "2015",

month = jan,

day = "23",

doi = "10.1109/WSC.2014.7019922",

language = "English (US)",

series = "Proceedings - Winter Simulation Conference",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "574--585",

editor = "Andreas Tolk and Levent Yilmaz and Diallo, {Saikou Y.} and Ryzhov, {Ilya O.}",

booktitle = "Proceedings of the 2014 Winter Simulation Conference, WSC 2014",

address = "United States",

note = "2014 Winter Simulation Conference, WSC 2014 ; Conference date: 07-12-2014 Through 10-12-2014",

}