Sentence examples for use of stochastic algorithms from inspiring English sources
The minimization with respect to the model parameters requires, in general, the use of stochastic algorithms, of the type of simulated annealing.
This enables development and use of stochastic algorithms that would have been deemed computationally infeasible in the past.
Apparently, in this case the average behavior of the cell is not representative of the single cell behavior and this necessitates the use of stochastic algorithms.
It is important to stress that the use of stochastic algorithms allows for exploring single cell behaviors and variations across the 1,000 cells.
For greater confidence, a variety of stochastic algorithms were used to assess the dN/dS ratio based on codon-aligned nucleotide sequences.
Generative design systems coupled with objective functions can be efficiently explored through the use of stochastic optimization algorithms, such as genetic algorithms.
The use of the stochastic algorithm allows us to consider single cell time lines as well as variability across different cells.
Instead of using nonlinear stochastic algorithms like the simulated annealing (SA) technique that we optimized in previous studies to image permittivity distributions of granular or solid materials as well as real oil-gas or two-phase flows in 2D cylindrical vessel configurations, we propose here a new ECT inversion tool to image permittivities in a 3D cylindrical configuration.
The most flexible technique for pricing exotic options, such as American options, is the use of stochastic simulation with optimization algorithm.
So far, different parallelization approaches have been deployed to reduce the computational time required to simulate the temporal dynamics of biochemical systems using stochastic algorithms.
Representing the physicochemical interactions between biomolecules, such as recruitment of RNA polymerase on promoter sites, as a set of chemical reactions enables us to study the time evolution of a gene network using stochastic algorithms.
