Efficient minimization of higher order submodular functions using monotonic Boolean functions

Author:

Ramalingam SrikumarORCID,Russell Chris,Ladický L’ubor,Torr Philip H.S.

Funder

Max Planck Center for Learning Systems Fellowship

ERC grant

EPSRC/MURI

EPSRC

Publisher

Elsevier BV

Subject

Applied Mathematics,Discrete Mathematics and Combinatorics

Reference52 articles.

1. Maximizing a supermodular Pseudo-Boolean function: a polynomial algorithm for supermodular cubic functions;Billionnet;Discrete Appl. Math.,1985

2. E. Boros, A. Gruber, On quadratization of Pseudo-Boolean functions, in: ISAIM, 2012.

3. A max-flow approach to improved roof-duality in quadratic 0-1 minimization. Technical Report RRR 15-1989;Boros,1989

4. Pseudo-Boolean optimization;Boros;Discrete Appl. Math.,2002

5. A max-flow approach to improved lower bounds for quadratic unconstrained binary optimization (qubo);Boros;Discrete Optim.,2008

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