Sentence examples for implemented in comparison from inspiring English sources

For classification performance, 12 datasets consisting of binary and non-binary features are empirically implemented in comparison with Support Vector Machines (SVM) using k-fold cross validation.

The GMC allows to obtain the consistently linearized constitutive tensor in the case of nonlinear material behavior in a simple and straight forward manner which is easily implemented in comparison to micromodels based on the finite element technique.

The averaged percentage reduction of quality loss (PRQL) of 3.31% was obtained as optimum condition was implemented, in comparison with the starting condition (the largest reacting temperature, steam-to-carbonate ratio, and N2 volume flow rate).

Finally, the numerical experiments, including a nonlinear Schrödinger equation, a sine-Gordon equation, a nonlinear Klein Gordon equation, and the well-known Fermi Pasta Ulam problem, are implemented in comparison with the corresponding symplectic RK methods and the prominent numerical results definitely coincide with the theories and conclusions made in this paper.

One of the best things in this algorithm is that it is easier to understand and to implement in comparison to other algorithms and their variants.

It is worth noting the R K method is quite accurate, stable and easy to implement in comparison to other methods available to solve the differential equations.

The results show that iGSO has much better convergence performance and is easier to implement in comparison with other existing evolutionary algorithms.

Comparison of the two methods shows that although A3 has benefits, it also suffers from limitations, which can be avoided by the A2 model, A2 also improves the time and cost needed for implementing in comparison.

Furthermore, with the aid of the abundant models and methods developed in classical hydrodynamics, phonon hydrodynamics becomes much easier to implement in comparison to the current popular approaches based on the first-principle method and kinetic theories involving complicated computations.

Results conclude that the proposed fuzzy-molecular controller deals with uncertainty and noise, can handle dynamics in operating point, a model of the plant is not required, and it is easy and simple to implement in comparison with other controllers in literature.

Our method is much simpler to implement in comparison, and requires a laser ten to fifty times less powerful to achieve the same fluorescence intensity with two-photon excitation.