A reaction-wise sparsity decomposition reduces the size of semidefinite constraints in moment bounding for stochastic chemical kinetics, lowering computational cost while retaining useful bounds.
Interval analysis of worst-case stationary moments for stochas- tic chemical reactions with uncertain parameters
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Acceleration of Moment Bound Optimization for Stochastic Chemical Reactions Using Reaction-wise Sparsity of Moment Equations
A reaction-wise sparsity decomposition reduces the size of semidefinite constraints in moment bounding for stochastic chemical kinetics, lowering computational cost while retaining useful bounds.