We extend stochastic programming approaches, namely the chance constrained approach and the recourse approach to obtain a certainty equivalent program.
The obtained SPI problem is than solved using two approaches, namely, a chance constrained approach and a recourse approach.
To cancel out the pre- and post-cursers but not the desired component, we will resort to a constrained approach similar to that in [14].
The simulation results indicated that mixtures blended using chance constrained approach produce less number of failures when compared to deterministic approach.
Predicted fluxes are given for the gene expression constrained approach, introduced here, and the standard FBA method that relies upon maximisation of biomass.
Though the stoichiometrically constrained approach can theoretically be expanded to include all biochemical reactions in the organism being modeled [ 43], the Yeast reconstruction is currently limited to the yeast metabolic network.
The gene expression constraining approach can also be considered as a filter: given that the experimental data can be taken as representative of the fluxes, the random errors associated with such data should cancel out at a genome-wide level.
By applying a smooth-then-constrain-approach as proposed by [ 21], the reciprocal nature of contacts was taken into account.
We will take a general inductive approach to analysis of the qualitative data [ 84], which places fewer restrictions on the content analysis than more constraining approaches such as grounded theory or phenomenology [ 85].
We constrain our approach to vertical wells.
In rodents, despite the large fossil record, the lack of postcranial identifiable bones and the difficulties to establish relationship between cranial and postcranial remains in multi-species deposits, frequently limit the weight estimates to those derived from the teeth and other cranial parameters, while they constrain the approach to other body parameters.
