Efficient Determination of Gibbs Estimators with Submodular Energy Functions

Details Efficient Determination of Gibbs Estimators with Submodular Energy Functions Efficient Determination of Gibbs Estimators with Submodular Energy Functions

2003-04-03

arxiv.org/abs/math/0304041v1

Mathematics

Optimization and Control

18 pages, 3 figures

Scientific paper

Combinatorial algorithms for minimization of functions of many variables, which take their values in finite totally ordered sets, are developed. For that the decomposition of the functions by Boolean polynomials is used. The modified SFM algorithm for minimization of submodular Boolean polynomials is described. The representation of some subclass of submodular Boolean polynomials by graphs is derived in order to make possible use of the graph cut technique.

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